ResNet50 on original dataset without augmentation with WCCE.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "5N4oBgCzLRCe"
      },
      "source": [
        "#Loading Dataset and libraries"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "1VYpv5c1tAMG",
        "outputId": "0c364c69-0fce-4346-ed31-39a188eb358b"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Mounted at /content/drive\n"
          ]
        }
      ],
      "source": [
        "from google.colab import drive\n",
        "drive.mount('/content/drive')"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "sSD__Dxt7bB_",
        "outputId": "8d47a670-621d-4d03-94f0-95dc2134d9a5"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
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            "Extracting  Chest X-Ray image dataset/Normal/Normal-6855.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6856.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6857.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6858.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6859.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-686.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6860.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6861.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6862.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6863.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6864.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6865.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6866.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6867.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6868.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6869.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-687.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6870.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6871.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6872.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6873.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6874.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6875.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6876.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6877.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6878.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6879.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-688.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6880.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6881.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6882.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6883.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6884.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6885.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6886.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6887.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6888.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6889.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-689.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6890.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6891.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6892.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6893.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6894.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6895.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6896.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6897.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6898.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6899.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-69.png               \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-690.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6900.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6901.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6902.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6903.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6904.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6905.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6906.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6907.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6908.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6909.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-691.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6910.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6911.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6912.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6913.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6914.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6915.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6916.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6917.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6918.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6919.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-692.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6920.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6921.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6922.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6923.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6924.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6925.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6926.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6927.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6928.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6929.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-693.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6930.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6931.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6932.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6933.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6934.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6935.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6936.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6937.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6938.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6939.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-694.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6940.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6941.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6942.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6943.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6944.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6945.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6946.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6947.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6948.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6949.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-695.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6950.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6951.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6952.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6953.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6954.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6955.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6956.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6957.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6958.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6959.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-696.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6960.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6961.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6962.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6963.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6964.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6965.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6966.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6967.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6968.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6969.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-697.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6970.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6971.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6972.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6973.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6974.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6975.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6976.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6977.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6978.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6979.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-698.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6980.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6981.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6982.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6983.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6984.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6985.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6986.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6987.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6988.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6989.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-699.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6990.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6991.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6992.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6993.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6994.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6995.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6996.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6997.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6998.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-6999.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7.png                \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-70.png               \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-700.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7000.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7001.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7002.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7003.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7004.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7005.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7006.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7007.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7008.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7009.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-701.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7010.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7011.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7012.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7013.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7014.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7015.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7016.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7017.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7018.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7019.png             \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-702.png              \b\b\b\b 76%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7020.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7021.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7022.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7023.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7024.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7025.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7026.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7027.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7028.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7029.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-703.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7030.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7031.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7032.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7033.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7034.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7035.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7036.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7037.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7038.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7039.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-704.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7040.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7041.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7042.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7043.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7044.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7045.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7046.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7047.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7048.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7049.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-705.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7050.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7051.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7052.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7053.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7054.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7055.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7056.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7057.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7058.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7059.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-706.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7060.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7061.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7062.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7063.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7064.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7065.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7066.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7067.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7068.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7069.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-707.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7070.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7071.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7072.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7073.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7074.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7075.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7076.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7077.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7078.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7079.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-708.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7080.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7081.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7082.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7083.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7084.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7085.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7086.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7087.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7088.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7089.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-709.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7090.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7091.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7092.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7093.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7094.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7095.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7096.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7097.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7098.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7099.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-71.png               \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-710.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7100.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7101.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7102.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7103.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7104.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7105.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7106.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7107.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7108.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7109.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-711.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7110.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7111.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7112.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7113.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7114.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7115.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7116.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7117.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7118.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7119.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-712.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7120.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7121.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7122.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7123.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7124.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7125.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7126.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7127.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7128.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7129.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-713.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7130.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7131.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7132.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7133.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7134.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7135.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7136.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7137.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7138.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7139.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-714.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7140.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7141.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7142.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7143.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7144.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7145.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7146.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7147.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7148.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7149.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-715.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7150.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7151.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7152.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7153.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7154.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7155.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7156.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7157.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7158.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7159.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-716.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7160.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7161.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7162.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7163.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7164.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7165.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7166.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7167.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7168.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7169.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-717.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7170.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7171.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7172.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7173.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7174.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7175.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7176.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7177.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7178.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7179.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-718.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7180.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7181.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7182.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7183.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7184.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7185.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7186.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7187.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7188.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7189.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-719.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7190.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7191.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7192.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7193.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7194.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7195.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7196.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7197.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7198.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7199.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-72.png               \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-720.png              \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7200.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7201.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7202.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7203.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7204.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7205.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7206.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7207.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7208.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7209.png             \b\b\b\b 77%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-721.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7210.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7211.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7212.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7213.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7214.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7215.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7216.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7217.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7218.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7219.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-722.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7220.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7221.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7222.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7223.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7224.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7225.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7226.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7227.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7228.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7229.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-723.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7230.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7231.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7232.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7233.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7234.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7235.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7236.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7237.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7238.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7239.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-724.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7240.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7241.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7242.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7243.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7244.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7245.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7246.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7247.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7248.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7249.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-725.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7250.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7251.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7252.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7253.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7254.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7255.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7256.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7257.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7258.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7259.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-726.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7260.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7261.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7262.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7263.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7264.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7265.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7266.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7267.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7268.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7269.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-727.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7270.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7271.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7272.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7273.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7274.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7275.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7276.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7277.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7278.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7279.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-728.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7280.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7281.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7282.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7283.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7284.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7285.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7286.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7287.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7288.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7289.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-729.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7290.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7291.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7292.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7293.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7294.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7295.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7296.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7297.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7298.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7299.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-73.png               \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-730.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7300.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7301.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7302.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7303.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7304.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7305.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7306.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7307.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7308.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7309.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-731.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7310.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7311.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7312.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7313.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7314.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7315.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7316.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7317.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7318.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7319.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-732.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7320.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7321.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7322.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7323.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7324.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7325.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7326.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7327.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7328.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7329.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-733.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7330.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7331.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7332.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7333.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7334.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7335.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7336.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7337.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7338.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7339.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-734.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7340.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7341.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7342.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7343.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7344.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7345.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7346.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7347.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7348.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7349.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-735.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7350.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7351.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7352.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7353.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7354.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7355.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7356.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7357.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7358.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7359.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-736.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7360.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7361.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7362.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7363.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7364.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7365.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7366.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7367.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7368.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7369.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-737.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7370.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7371.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7372.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7373.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7374.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7375.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7376.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7377.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7378.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7379.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-738.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7380.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7381.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7382.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7383.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7384.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7385.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7386.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7387.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7388.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7389.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-739.png              \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7390.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7391.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7392.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7393.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7394.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7395.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7396.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7397.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7398.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7399.png             \b\b\b\b 78%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-74.png               \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-740.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7400.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7401.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7402.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7403.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7404.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7405.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7406.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7407.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7408.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7409.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-741.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7410.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7411.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7412.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7413.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7414.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7415.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7416.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7417.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7418.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7419.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-742.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7420.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7421.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7422.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7423.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7424.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7425.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7426.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7427.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7428.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7429.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-743.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7430.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7431.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7432.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7433.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7434.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7435.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7436.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7437.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7438.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7439.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-744.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7440.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7441.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7442.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7443.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7444.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7445.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7446.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7447.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7448.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7449.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-745.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7450.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7451.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7452.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7453.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7454.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7455.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7456.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7457.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7458.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7459.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-746.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7460.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7461.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7462.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7463.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7464.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7465.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7466.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7467.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7468.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7469.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-747.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7470.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7471.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7472.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7473.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7474.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7475.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7476.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7477.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7478.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7479.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-748.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7480.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7481.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7482.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7483.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7484.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7485.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7486.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7487.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7488.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7489.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-749.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7490.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7491.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7492.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7493.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7494.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7495.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7496.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7497.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7498.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7499.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-75.png               \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-750.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7500.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7501.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7502.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7503.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7504.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7505.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7506.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7507.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7508.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7509.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-751.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7510.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7511.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7512.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7513.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7514.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7515.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7516.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7517.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7518.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7519.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-752.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7520.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7521.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7522.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7523.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7524.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7525.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7526.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7527.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7528.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7529.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-753.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7530.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7531.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7532.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7533.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7534.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7535.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7536.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7537.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7538.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7539.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-754.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7540.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7541.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7542.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7543.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7544.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7545.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7546.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7547.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7548.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7549.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-755.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7550.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7551.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7552.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7553.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7554.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7555.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7556.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7557.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7558.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7559.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-756.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7560.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7561.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7562.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7563.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7564.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7565.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7566.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7567.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7568.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7569.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-757.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7570.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7571.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7572.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7573.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7574.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7575.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7576.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7577.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7578.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7579.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-758.png              \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7580.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7581.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7582.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7583.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7584.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7585.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7586.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7587.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7588.png             \b\b\b\b 79%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7589.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-759.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7590.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7591.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7592.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7593.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7594.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7595.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7596.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7597.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7598.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7599.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-76.png               \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-760.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7600.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7601.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7602.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7603.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7604.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7605.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7606.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7607.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7608.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7609.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-761.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7610.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7611.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7612.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7613.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7614.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7615.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7616.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7617.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7618.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7619.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-762.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7620.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7621.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7622.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7623.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7624.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7625.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7626.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7627.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7628.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7629.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-763.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7630.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7631.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7632.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7633.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7634.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7635.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7636.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7637.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7638.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7639.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-764.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7640.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7641.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7642.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7643.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7644.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7645.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7646.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7647.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7648.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7649.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-765.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7650.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7651.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7652.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7653.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7654.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7655.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7656.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7657.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7658.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7659.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-766.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7660.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7661.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7662.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7663.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7664.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7665.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7666.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7667.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7668.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7669.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-767.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7670.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7671.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7672.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7673.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7674.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7675.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7676.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7677.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7678.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7679.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-768.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7680.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7681.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7682.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7683.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7684.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7685.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7686.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7687.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7688.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7689.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-769.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7690.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7691.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7692.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7693.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7694.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7695.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7696.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7697.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7698.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7699.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-77.png               \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-770.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7700.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7701.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7702.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7703.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7704.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7705.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7706.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7707.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7708.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7709.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-771.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7710.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7711.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7712.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7713.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7714.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7715.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7716.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7717.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7718.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7719.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-772.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7720.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7721.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7722.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7723.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7724.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7725.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7726.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7727.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7728.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7729.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-773.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7730.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7731.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7732.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7733.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7734.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7735.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7736.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7737.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7738.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7739.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-774.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7740.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7741.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7742.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7743.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7744.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7745.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7746.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7747.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7748.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7749.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-775.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7750.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7751.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7752.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7753.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7754.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7755.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7756.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7757.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7758.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7759.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-776.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7760.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7761.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7762.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7763.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7764.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7765.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7766.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7767.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7768.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7769.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-777.png              \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7770.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7771.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7772.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7773.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7774.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7775.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7776.png             \b\b\b\b 80%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7777.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7778.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7779.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-778.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7780.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7781.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7782.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7783.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7784.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7785.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7786.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7787.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7788.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7789.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-779.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7790.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7791.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7792.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7793.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7794.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7795.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7796.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7797.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7798.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7799.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-78.png               \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-780.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7800.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7801.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7802.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7803.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7804.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7805.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7806.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7807.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7808.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7809.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-781.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7810.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7811.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7812.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7813.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7814.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7815.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7816.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7817.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7818.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7819.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-782.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7820.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7821.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7822.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7823.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7824.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7825.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7826.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7827.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7828.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7829.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-783.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7830.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7831.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7832.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7833.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7834.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7835.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7836.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7837.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7838.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7839.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-784.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7840.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7841.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7842.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7843.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7844.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7845.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7846.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7847.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7848.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7849.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-785.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7850.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7851.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7852.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7853.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7854.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7855.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7856.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7857.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7858.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7859.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-786.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7860.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7861.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7862.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7863.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7864.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7865.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7866.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7867.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7868.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7869.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-787.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7870.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7871.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7872.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7873.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7874.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7875.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7876.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7877.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7878.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7879.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-788.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7880.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7881.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7882.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7883.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7884.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7885.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7886.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7887.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7888.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7889.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-789.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7890.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7891.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7892.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7893.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7894.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7895.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7896.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7897.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7898.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7899.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-79.png               \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-790.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7900.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7901.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7902.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7903.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7904.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7905.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7906.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7907.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7908.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7909.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-791.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7910.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7911.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7912.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7913.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7914.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7915.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7916.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7917.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7918.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7919.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-792.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7920.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7921.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7922.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7923.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7924.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7925.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7926.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7927.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7928.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7929.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-793.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7930.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7931.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7932.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7933.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7934.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7935.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7936.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7937.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7938.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7939.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-794.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7940.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7941.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7942.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7943.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7944.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7945.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7946.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7947.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7948.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7949.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-795.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7950.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7951.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7952.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7953.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7954.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7955.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7956.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7957.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7958.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7959.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-796.png              \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7960.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7961.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7962.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7963.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7964.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7965.png             \b\b\b\b 81%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7966.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7967.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7968.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7969.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-797.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7970.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7971.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7972.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7973.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7974.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7975.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7976.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7977.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7978.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7979.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-798.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7980.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7981.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7982.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7983.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7984.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7985.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7986.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7987.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7988.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7989.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-799.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7990.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7991.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7992.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7993.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7994.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7995.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7996.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7997.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7998.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-7999.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8.png                \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-80.png               \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-800.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8000.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8001.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8002.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8003.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8004.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8005.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8006.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8007.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8008.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8009.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-801.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8010.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8011.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8012.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8013.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8014.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8015.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8016.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8017.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8018.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8019.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-802.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8020.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8021.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8022.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8023.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8024.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8025.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8026.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8027.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8028.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8029.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-803.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8030.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8031.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8032.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8033.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8034.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8035.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8036.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8037.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8038.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8039.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-804.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8040.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8041.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8042.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8043.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8044.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8045.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8046.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8047.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8048.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8049.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-805.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8050.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8051.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8052.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8053.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8054.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8055.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8056.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8057.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8058.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8059.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-806.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8060.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8061.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8062.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8063.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8064.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8065.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8066.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8067.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8068.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8069.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-807.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8070.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8071.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8072.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8073.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8074.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8075.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8076.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8077.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8078.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8079.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-808.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8080.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8081.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8082.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8083.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8084.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8085.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8086.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8087.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8088.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8089.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-809.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8090.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8091.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8092.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8093.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8094.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8095.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8096.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8097.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8098.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8099.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-81.png               \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-810.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8100.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8101.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8102.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8103.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8104.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8105.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8106.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8107.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8108.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8109.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-811.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8110.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8111.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8112.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8113.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8114.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8115.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8116.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8117.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8118.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8119.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-812.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8120.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8121.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8122.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8123.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8124.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8125.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8126.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8127.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8128.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8129.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-813.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8130.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8131.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8132.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8133.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8134.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8135.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8136.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8137.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8138.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8139.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-814.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8140.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8141.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8142.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8143.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8144.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8145.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8146.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8147.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8148.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8149.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-815.png              \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8150.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8151.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8152.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8153.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8154.png             \b\b\b\b 82%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8155.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8156.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8157.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8158.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8159.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-816.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8160.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8161.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8162.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8163.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8164.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8165.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8166.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8167.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8168.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8169.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-817.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8170.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8171.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8172.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8173.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8174.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8175.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8176.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8177.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8178.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8179.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-818.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8180.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8181.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8182.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8183.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8184.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8185.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8186.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8187.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8188.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8189.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-819.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8190.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8191.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8192.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8193.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8194.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8195.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8196.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8197.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8198.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8199.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-82.png               \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-820.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8200.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8201.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8202.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8203.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8204.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8205.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8206.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8207.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8208.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8209.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-821.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8210.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8211.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8212.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8213.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8214.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8215.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8216.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8217.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8218.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8219.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-822.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8220.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8221.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8222.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8223.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8224.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8225.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8226.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8227.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8228.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8229.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-823.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8230.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8231.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8232.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8233.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8234.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8235.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8236.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8237.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8238.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8239.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-824.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8240.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8241.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8242.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8243.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8244.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8245.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8246.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8247.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8248.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8249.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-825.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8250.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8251.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8252.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8253.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8254.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8255.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8256.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8257.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8258.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8259.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-826.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8260.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8261.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8262.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8263.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8264.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8265.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8266.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8267.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8268.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8269.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-827.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8270.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8271.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8272.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8273.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8274.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8275.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8276.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8277.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8278.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8279.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-828.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8280.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8281.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8282.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8283.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8284.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8285.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8286.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8287.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8288.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8289.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-829.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8290.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8291.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8292.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8293.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8294.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8295.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8296.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8297.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8298.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8299.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-83.png               \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-830.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8300.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8301.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8302.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8303.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8304.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8305.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8306.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8307.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8308.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8309.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-831.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8310.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8311.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8312.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8313.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8314.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8315.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8316.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8317.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8318.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8319.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-832.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8320.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8321.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8322.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8323.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8324.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8325.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8326.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8327.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8328.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8329.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-833.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8330.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8331.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8332.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8333.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8334.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8335.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8336.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8337.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8338.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8339.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-834.png              \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8340.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8341.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8342.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8343.png             \b\b\b\b 83%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8344.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8345.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8346.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8347.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8348.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8349.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-835.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8350.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8351.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8352.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8353.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8354.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8355.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8356.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8357.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8358.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8359.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-836.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8360.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8361.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8362.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8363.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8364.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8365.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8366.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8367.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8368.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8369.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-837.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8370.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8371.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8372.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8373.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8374.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8375.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8376.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8377.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8378.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8379.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-838.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8380.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8381.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8382.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8383.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8384.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8385.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8386.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8387.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8388.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8389.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-839.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8390.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8391.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8392.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8393.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8394.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8395.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8396.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8397.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8398.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8399.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-84.png               \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-840.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8400.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8401.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8402.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8403.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8404.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8405.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8406.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8407.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8408.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8409.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-841.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8410.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8411.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8412.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8413.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8414.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8415.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8416.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8417.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8418.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8419.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-842.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8420.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8421.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8422.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8423.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8424.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8425.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8426.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8427.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8428.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8429.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-843.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8430.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8431.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8432.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8433.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8434.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8435.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8436.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8437.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8438.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8439.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-844.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8440.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8441.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8442.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8443.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8444.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8445.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8446.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8447.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8448.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8449.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-845.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8450.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8451.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8452.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8453.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8454.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8455.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8456.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8457.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8458.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8459.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-846.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8460.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8461.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8462.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8463.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8464.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8465.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8466.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8467.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8468.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8469.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-847.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8470.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8471.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8472.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8473.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8474.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8475.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8476.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8477.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8478.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8479.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-848.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8480.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8481.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8482.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8483.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8484.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8485.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8486.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8487.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8488.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8489.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-849.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8490.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8491.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8492.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8493.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8494.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8495.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8496.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8497.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8498.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8499.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-85.png               \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-850.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8500.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8501.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8502.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8503.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8504.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8505.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8506.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8507.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8508.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8509.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-851.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8510.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8511.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8512.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8513.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8514.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8515.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8516.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8517.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8518.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8519.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-852.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8520.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8521.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8522.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8523.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8524.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8525.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8526.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8527.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8528.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8529.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-853.png              \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8530.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8531.png             \b\b\b\b 84%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8532.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8533.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8534.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8535.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8536.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8537.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8538.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8539.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-854.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8540.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8541.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8542.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8543.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8544.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8545.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8546.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8547.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8548.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8549.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-855.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8550.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8551.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8552.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8553.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8554.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8555.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8556.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8557.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8558.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8559.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-856.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8560.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8561.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8562.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8563.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8564.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8565.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8566.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8567.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8568.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8569.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-857.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8570.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8571.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8572.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8573.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8574.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8575.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8576.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8577.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8578.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8579.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-858.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8580.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8581.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8582.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8583.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8584.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8585.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8586.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8587.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8588.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8589.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-859.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8590.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8591.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8592.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8593.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8594.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8595.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8596.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8597.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8598.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8599.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-86.png               \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-860.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8600.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8601.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8602.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8603.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8604.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8605.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8606.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8607.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8608.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8609.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-861.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8610.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8611.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8612.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8613.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8614.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8615.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8616.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8617.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8618.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8619.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-862.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8620.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8621.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8622.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8623.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8624.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8625.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8626.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8627.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8628.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8629.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-863.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8630.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8631.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8632.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8633.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8634.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8635.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8636.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8637.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8638.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8639.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-864.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8640.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8641.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8642.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8643.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8644.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8645.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8646.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8647.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8648.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8649.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-865.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8650.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8651.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8652.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8653.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8654.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8655.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8656.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8657.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8658.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8659.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-866.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8660.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8661.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8662.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8663.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8664.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8665.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8666.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8667.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8668.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8669.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-867.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8670.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8671.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8672.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8673.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8674.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8675.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8676.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8677.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8678.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8679.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-868.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8680.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8681.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8682.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8683.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8684.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8685.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8686.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8687.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8688.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8689.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-869.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8690.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8691.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8692.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8693.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8694.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8695.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8696.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8697.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8698.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8699.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-87.png               \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-870.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8700.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8701.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8702.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8703.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8704.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8705.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8706.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8707.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8708.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8709.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-871.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8710.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8711.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8712.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8713.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8714.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8715.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8716.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8717.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8718.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8719.png             \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-872.png              \b\b\b\b 85%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8720.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8721.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8722.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8723.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8724.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8725.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8726.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8727.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8728.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8729.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-873.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8730.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8731.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8732.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8733.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8734.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8735.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8736.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8737.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8738.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8739.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-874.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8740.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8741.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8742.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8743.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8744.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8745.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8746.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8747.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8748.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8749.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-875.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8750.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8751.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8752.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8753.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8754.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8755.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8756.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8757.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8758.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8759.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-876.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8760.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8761.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8762.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8763.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8764.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8765.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8766.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8767.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8768.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8769.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-877.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8770.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8771.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8772.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8773.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8774.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8775.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8776.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8777.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8778.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8779.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-878.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8780.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8781.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8782.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8783.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8784.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8785.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8786.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8787.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8788.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8789.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-879.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8790.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8791.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8792.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8793.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8794.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8795.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8796.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8797.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8798.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8799.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-88.png               \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-880.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8800.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8801.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8802.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8803.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8804.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8805.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8806.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8807.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8808.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8809.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-881.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8810.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8811.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8812.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8813.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8814.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8815.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8816.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8817.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8818.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8819.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-882.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8820.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8821.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8822.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8823.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8824.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8825.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8826.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8827.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8828.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8829.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-883.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8830.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8831.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8832.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8833.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8834.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8835.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8836.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8837.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8838.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8839.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-884.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8840.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8841.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8842.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8843.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8844.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8845.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8846.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8847.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8848.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8849.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-885.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8850.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8851.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8852.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8853.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8854.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8855.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8856.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8857.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8858.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8859.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-886.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8860.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8861.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8862.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8863.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8864.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8865.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8866.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8867.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8868.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8869.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-887.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8870.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8871.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8872.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8873.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8874.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8875.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8876.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8877.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8878.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8879.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-888.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8880.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8881.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8882.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8883.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8884.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8885.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8886.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8887.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8888.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8889.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-889.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8890.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8891.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8892.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8893.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8894.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8895.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8896.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8897.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8898.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8899.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-89.png               \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-890.png              \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8900.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8901.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8902.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8903.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8904.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8905.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8906.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8907.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8908.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8909.png             \b\b\b\b 86%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-891.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8910.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8911.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8912.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8913.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8914.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8915.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8916.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8917.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8918.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8919.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-892.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8920.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8921.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8922.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8923.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8924.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8925.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8926.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8927.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8928.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8929.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-893.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8930.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8931.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8932.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8933.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8934.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8935.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8936.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8937.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8938.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8939.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-894.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8940.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8941.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8942.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8943.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8944.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8945.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8946.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8947.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8948.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8949.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-895.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8950.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8951.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8952.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8953.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8954.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8955.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8956.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8957.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8958.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8959.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-896.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8960.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8961.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8962.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8963.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8964.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8965.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8966.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8967.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8968.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8969.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-897.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8970.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8971.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8972.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8973.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8974.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8975.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8976.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8977.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8978.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8979.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-898.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8980.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8981.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8982.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8983.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8984.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8985.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8986.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8987.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8988.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8989.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-899.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8990.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8991.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8992.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8993.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8994.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8995.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8996.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8997.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8998.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-8999.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9.png                \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-90.png               \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-900.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9000.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9001.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9002.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9003.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9004.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9005.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9006.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9007.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9008.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9009.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-901.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9010.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9011.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9012.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9013.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9014.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9015.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9016.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9017.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9018.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9019.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-902.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9020.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9021.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9022.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9023.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9024.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9025.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9026.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9027.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9028.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9029.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-903.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9030.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9031.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9032.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9033.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9034.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9035.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9036.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9037.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9038.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9039.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-904.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9040.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9041.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9042.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9043.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9044.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9045.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9046.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9047.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9048.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9049.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-905.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9050.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9051.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9052.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9053.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9054.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9055.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9056.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9057.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9058.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9059.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-906.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9060.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9061.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9062.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9063.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9064.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9065.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9066.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9067.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9068.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9069.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-907.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9070.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9071.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9072.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9073.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9074.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9075.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9076.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9077.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9078.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9079.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-908.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9080.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9081.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9082.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9083.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9084.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9085.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9086.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9087.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9088.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9089.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-909.png              \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9090.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9091.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9092.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9093.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9094.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9095.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9096.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9097.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9098.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9099.png             \b\b\b\b 87%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-91.png               \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-910.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9100.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9101.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9102.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9103.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9104.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9105.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9106.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9107.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9108.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9109.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-911.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9110.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9111.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9112.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9113.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9114.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9115.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9116.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9117.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9118.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9119.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-912.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9120.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9121.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9122.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9123.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9124.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9125.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9126.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9127.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9128.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9129.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-913.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9130.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9131.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9132.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9133.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9134.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9135.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9136.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9137.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9138.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9139.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-914.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9140.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9141.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9142.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9143.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9144.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9145.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9146.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9147.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9148.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9149.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-915.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9150.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9151.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9152.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9153.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9154.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9155.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9156.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9157.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9158.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9159.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-916.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9160.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9161.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9162.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9163.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9164.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9165.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9166.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9167.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9168.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9169.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-917.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9170.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9171.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9172.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9173.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9174.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9175.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9176.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9177.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9178.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9179.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-918.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9180.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9181.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9182.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9183.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9184.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9185.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9186.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9187.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9188.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9189.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-919.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9190.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9191.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9192.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9193.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9194.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9195.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9196.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9197.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9198.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9199.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-92.png               \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-920.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9200.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9201.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9202.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9203.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9204.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9205.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9206.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9207.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9208.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9209.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-921.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9210.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9211.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9212.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9213.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9214.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9215.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9216.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9217.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9218.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9219.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-922.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9220.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9221.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9222.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9223.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9224.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9225.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9226.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9227.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9228.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9229.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-923.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9230.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9231.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9232.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9233.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9234.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9235.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9236.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9237.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9238.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9239.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-924.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9240.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9241.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9242.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9243.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9244.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9245.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9246.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9247.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9248.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9249.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-925.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9250.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9251.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9252.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9253.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9254.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9255.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9256.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9257.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9258.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9259.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-926.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9260.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9261.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9262.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9263.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9264.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9265.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9266.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9267.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9268.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9269.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-927.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9270.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9271.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9272.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9273.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9274.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9275.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9276.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9277.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9278.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9279.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-928.png              \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9280.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9281.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9282.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9283.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9284.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9285.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9286.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9287.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9288.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9289.png             \b\b\b\b 88%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-929.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9290.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9291.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9292.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9293.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9294.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9295.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9296.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9297.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9298.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9299.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-93.png               \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-930.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9300.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9301.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9302.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9303.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9304.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9305.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9306.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9307.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9308.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9309.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-931.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9310.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9311.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9312.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9313.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9314.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9315.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9316.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9317.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9318.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9319.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-932.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9320.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9321.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9322.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9323.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9324.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9325.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9326.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9327.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9328.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9329.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-933.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9330.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9331.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9332.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9333.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9334.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9335.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9336.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9337.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9338.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9339.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-934.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9340.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9341.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9342.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9343.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9344.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9345.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9346.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9347.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9348.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9349.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-935.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9350.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9351.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9352.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9353.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9354.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9355.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9356.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9357.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9358.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9359.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-936.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9360.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9361.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9362.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9363.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9364.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9365.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9366.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9367.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9368.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9369.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-937.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9370.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9371.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9372.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9373.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9374.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9375.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9376.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9377.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9378.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9379.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-938.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9380.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9381.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9382.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9383.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9384.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9385.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9386.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9387.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9388.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9389.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-939.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9390.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9391.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9392.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9393.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9394.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9395.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9396.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9397.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9398.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9399.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-94.png               \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-940.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9400.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9401.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9402.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9403.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9404.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9405.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9406.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9407.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9408.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9409.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-941.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9410.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9411.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9412.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9413.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9414.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9415.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9416.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9417.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9418.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9419.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-942.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9420.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9421.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9422.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9423.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9424.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9425.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9426.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9427.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9428.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9429.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-943.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9430.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9431.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9432.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9433.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9434.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9435.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9436.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9437.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9438.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9439.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-944.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9440.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9441.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9442.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9443.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9444.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9445.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9446.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9447.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9448.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9449.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-945.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9450.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9451.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9452.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9453.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9454.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9455.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9456.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9457.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9458.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9459.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-946.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9460.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9461.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9462.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9463.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9464.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9465.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9466.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9467.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9468.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9469.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-947.png              \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9470.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9471.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9472.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9473.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9474.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9475.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9476.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9477.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9478.png             \b\b\b\b 89%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9479.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-948.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9480.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9481.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9482.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9483.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9484.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9485.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9486.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9487.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9488.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9489.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-949.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9490.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9491.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9492.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9493.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9494.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9495.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9496.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9497.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9498.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9499.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-95.png               \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-950.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9500.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9501.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9502.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9503.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9504.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9505.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9506.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9507.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9508.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9509.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-951.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9510.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9511.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9512.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9513.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9514.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9515.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9516.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9517.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9518.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9519.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-952.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9520.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9521.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9522.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9523.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9524.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9525.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9526.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9527.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9528.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9529.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-953.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9530.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9531.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9532.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9533.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9534.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9535.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9536.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9537.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9538.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9539.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-954.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9540.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9541.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9542.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9543.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9544.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9545.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9546.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9547.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9548.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9549.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-955.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9550.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9551.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9552.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9553.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9554.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9555.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9556.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9557.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9558.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9559.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-956.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9560.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9561.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9562.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9563.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9564.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9565.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9566.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9567.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9568.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9569.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-957.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9570.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9571.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9572.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9573.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9574.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9575.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9576.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9577.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9578.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9579.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-958.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9580.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9581.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9582.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9583.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9584.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9585.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9586.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9587.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9588.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9589.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-959.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9590.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9591.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9592.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9593.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9594.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9595.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9596.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9597.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9598.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9599.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-96.png               \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-960.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9600.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9601.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9602.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9603.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9604.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9605.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9606.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9607.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9608.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9609.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-961.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9610.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9611.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9612.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9613.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9614.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9615.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9616.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9617.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9618.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9619.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-962.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9620.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9621.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9622.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9623.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9624.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9625.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9626.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9627.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9628.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9629.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-963.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9630.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9631.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9632.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9633.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9634.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9635.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9636.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9637.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9638.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9639.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-964.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9640.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9641.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9642.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9643.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9644.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9645.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9646.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9647.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9648.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9649.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-965.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9650.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9651.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9652.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9653.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9654.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9655.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9656.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9657.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9658.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9659.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-966.png              \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9660.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9661.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9662.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9663.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9664.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9665.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9666.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9667.png             \b\b\b\b 90%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9668.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9669.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-967.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9670.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9671.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9672.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9673.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9674.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9675.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9676.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9677.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9678.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9679.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-968.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9680.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9681.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9682.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9683.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9684.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9685.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9686.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9687.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9688.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9689.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-969.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9690.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9691.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9692.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9693.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9694.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9695.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9696.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9697.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9698.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9699.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-97.png               \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-970.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9700.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9701.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9702.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9703.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9704.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9705.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9706.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9707.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9708.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9709.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-971.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9710.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9711.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9712.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9713.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9714.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9715.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9716.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9717.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9718.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9719.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-972.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9720.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9721.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9722.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9723.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9724.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9725.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9726.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9727.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9728.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9729.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-973.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9730.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9731.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9732.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9733.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9734.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9735.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9736.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9737.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9738.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9739.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-974.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9740.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9741.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9742.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9743.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9744.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9745.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9746.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9747.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9748.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9749.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-975.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9750.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9751.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9752.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9753.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9754.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9755.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9756.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9757.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9758.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9759.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-976.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9760.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9761.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9762.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9763.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9764.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9765.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9766.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9767.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9768.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9769.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-977.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9770.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9771.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9772.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9773.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9774.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9775.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9776.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9777.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9778.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9779.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-978.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9780.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9781.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9782.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9783.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9784.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9785.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9786.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9787.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9788.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9789.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-979.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9790.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9791.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9792.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9793.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9794.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9795.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9796.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9797.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9798.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9799.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-98.png               \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-980.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9800.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9801.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9802.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9803.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9804.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9805.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9806.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9807.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9808.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9809.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-981.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9810.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9811.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9812.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9813.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9814.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9815.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9816.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9817.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9818.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9819.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-982.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9820.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9821.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9822.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9823.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9824.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9825.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9826.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9827.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9828.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9829.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-983.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9830.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9831.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9832.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9833.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9834.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9835.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9836.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9837.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9838.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9839.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-984.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9840.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9841.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9842.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9843.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9844.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9845.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9846.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9847.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9848.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9849.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-985.png              \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9850.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9851.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9852.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9853.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9854.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9855.png             \b\b\b\b 91%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9856.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9857.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9858.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9859.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-986.png              \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9860.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9861.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9862.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9863.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9864.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9865.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9866.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9867.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9868.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9869.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-987.png              \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9870.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9871.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9872.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9873.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9874.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9875.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9876.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9877.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9878.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9879.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-988.png              \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9880.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9881.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9882.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9883.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9884.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9885.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9886.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9887.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9888.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9889.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-989.png              \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9890.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9891.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9892.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9893.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9894.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9895.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9896.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9897.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9898.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9899.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-99.png               \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-990.png              \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9900.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9901.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9902.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9903.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9904.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9905.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9906.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9907.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9908.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9909.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-991.png              \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9910.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9911.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9912.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9913.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9914.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9915.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9916.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9917.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9918.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9919.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-992.png              \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9920.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9921.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9922.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9923.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9924.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9925.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9926.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9927.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9928.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9929.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-993.png              \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9930.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9931.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9932.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9933.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9934.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9935.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9936.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9937.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9938.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9939.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-994.png              \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9940.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9941.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9942.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9943.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9944.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9945.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9946.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9947.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9948.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9949.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-995.png              \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9950.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9951.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9952.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9953.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9954.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9955.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9956.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9957.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9958.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9959.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-996.png              \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9960.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9961.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9962.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9963.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9964.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9965.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9966.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9967.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9968.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9969.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-997.png              \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9970.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9971.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9972.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9973.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9974.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9975.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9976.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9977.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9978.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9979.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-998.png              \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9980.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9981.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9982.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9983.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9984.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9985.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9986.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9987.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9988.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9989.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-999.png              \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9990.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9991.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9992.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9993.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9994.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9995.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9996.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9997.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9998.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Normal/Normal-9999.png             \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Creating    Chest X-Ray image dataset/Viral Pneumonia                 OK\n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-10.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-100.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1000.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1001.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1002.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1003.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1004.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1005.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1006.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1007.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1008.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1009.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-101.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1010.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1011.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1012.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1013.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1014.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1015.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1016.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1017.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1018.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1019.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-102.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1020.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1021.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1022.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1023.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1024.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1025.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1026.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1027.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1028.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1029.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-103.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1030.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1031.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1032.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1033.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1034.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1035.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1036.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1037.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1038.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1039.png     \b\b\b\b 92%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-104.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1040.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1041.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1042.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1043.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1044.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1045.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1046.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1047.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1048.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1049.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-105.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1050.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1051.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1052.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1053.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1054.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1055.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1056.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1057.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1058.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1059.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-106.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1060.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1061.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1062.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1063.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1064.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1065.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1066.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1067.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1068.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1069.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-107.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1070.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1071.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1072.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1073.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1074.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1075.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1076.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1077.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1078.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1079.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-108.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1080.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1081.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1082.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1083.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1084.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1085.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1086.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1087.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1088.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1089.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-109.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1090.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1091.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1092.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1093.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1094.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1095.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1096.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1097.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1098.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1099.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-11.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-110.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1100.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1101.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1102.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1103.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1104.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1105.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1106.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1107.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1108.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1109.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-111.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1110.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1111.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1112.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1113.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1114.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1115.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1116.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1117.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1118.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1119.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-112.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1120.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1121.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1122.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1123.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1124.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1125.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1126.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1127.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1128.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1129.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-113.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1130.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1131.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1132.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1133.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1134.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1135.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1136.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1137.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1138.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1139.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-114.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1140.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1141.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1142.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1143.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1144.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1145.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1146.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1147.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1148.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1149.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-115.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1150.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1151.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1152.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1153.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1154.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1155.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1156.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1157.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1158.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1159.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-116.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1160.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1161.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1162.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1163.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1164.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1165.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1166.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1167.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1168.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1169.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-117.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1170.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1171.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1172.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1173.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1174.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1175.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1176.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1177.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1178.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1179.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-118.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1180.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1181.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1182.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1183.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1184.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1185.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1186.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1187.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1188.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1189.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-119.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1190.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1191.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1192.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1193.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1194.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1195.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1196.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1197.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1198.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1199.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-12.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-120.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1200.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1201.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1202.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1203.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1204.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1205.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1206.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1207.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1208.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1209.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-121.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1210.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1211.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1212.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1213.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1214.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1215.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1216.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1217.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1218.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1219.png     \b\b\b\b 93%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-122.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1220.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1221.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1222.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1223.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1224.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1225.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1226.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1227.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1228.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1229.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-123.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1230.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1231.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1232.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1233.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1234.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1235.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1236.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1237.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1238.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1239.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-124.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1240.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1241.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1242.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1243.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1244.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1245.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1246.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1247.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1248.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1249.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-125.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1250.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1251.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1252.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1253.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1254.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1255.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1256.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1257.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1258.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1259.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-126.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1260.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1261.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1262.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1263.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1264.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1265.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1266.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1267.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1268.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1269.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-127.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1270.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1271.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1272.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1273.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1274.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1275.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1276.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1277.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1278.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1279.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-128.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1280.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1281.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1282.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1283.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1284.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1285.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1286.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1287.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1288.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1289.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-129.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1290.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1291.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1292.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1293.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1294.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1295.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1296.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1297.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1298.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1299.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-13.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-130.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1300.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1301.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1302.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1303.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1304.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1305.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1306.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1307.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1308.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1309.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-131.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1310.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1311.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1312.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1313.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1314.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1315.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1316.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1317.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1318.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1319.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-132.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1320.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1321.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1322.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1323.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1324.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1325.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1326.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1327.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1328.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1329.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-133.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1330.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1331.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1332.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1333.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1334.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1335.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1336.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1337.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1338.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1339.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-134.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1340.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1341.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1342.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1343.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1344.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-1345.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-135.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-136.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-137.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-138.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-139.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-14.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-140.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-141.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-142.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-143.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-144.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-145.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-146.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-147.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-148.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-149.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-15.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-150.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-151.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-152.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-153.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-154.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-155.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-156.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-157.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-158.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-159.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-16.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-160.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-161.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-162.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-163.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-164.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-165.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-166.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-167.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-168.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-169.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-17.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-170.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-171.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-172.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-173.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-174.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-175.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-176.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-177.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-178.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-179.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-18.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-180.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-181.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-182.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-183.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-184.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-185.png     \b\b\b\b 94%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-186.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-187.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-188.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-189.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-19.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-190.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-191.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-192.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-193.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-194.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-195.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-196.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-197.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-198.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-199.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-2.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-20.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-200.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-201.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-202.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-203.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-204.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-205.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-206.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-207.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-208.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-209.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-21.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-210.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-211.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-212.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-213.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-214.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-215.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-216.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-217.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-218.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-219.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-22.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-220.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-221.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-222.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-223.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-224.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-225.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-226.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-227.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-228.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-229.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-23.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-230.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-231.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-232.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-233.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-234.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-235.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-236.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-237.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-238.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-239.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-24.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-240.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-241.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-242.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-243.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-244.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-245.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-246.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-247.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-248.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-249.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-25.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-250.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-251.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-252.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-253.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-254.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-255.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-256.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-257.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-258.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-259.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-26.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-260.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-261.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-262.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-263.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-264.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-265.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-266.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-267.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-268.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-269.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-27.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-270.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-271.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-272.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-273.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-274.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-275.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-276.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-277.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-278.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-279.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-28.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-280.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-281.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-282.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-283.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-284.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-285.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-286.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-287.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-288.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-289.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-29.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-290.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-291.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-292.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-293.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-294.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-295.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-296.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-297.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-298.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-299.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-3.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-30.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-300.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-301.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-302.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-303.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-304.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-305.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-306.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-307.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-308.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-309.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-31.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-310.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-311.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-312.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-313.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-314.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-315.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-316.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-317.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-318.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-319.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-32.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-320.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-321.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-322.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-323.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-324.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-325.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-326.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-327.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-328.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-329.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-33.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-330.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-331.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-332.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-333.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-334.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-335.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-336.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-337.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-338.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-339.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-34.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-340.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-341.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-342.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-343.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-344.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-345.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-346.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-347.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-348.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-349.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-35.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-350.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-351.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-352.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-353.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-354.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-355.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-356.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-357.png     \b\b\b\b 95%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-358.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-359.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-36.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-360.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-361.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-362.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-363.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-364.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-365.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-366.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-367.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-368.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-369.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-37.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-370.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-371.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-372.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-373.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-374.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-375.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-376.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-377.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-378.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-379.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-38.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-380.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-381.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-382.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-383.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-384.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-385.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-386.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-387.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-388.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-389.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-39.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-390.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-391.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-392.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-393.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-394.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-395.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-396.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-397.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-398.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-399.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-4.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-40.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-400.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-401.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-402.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-403.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-404.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-405.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-406.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-407.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-408.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-409.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-41.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-410.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-411.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-412.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-413.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-414.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-415.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-416.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-417.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-418.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-419.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-42.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-420.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-421.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-422.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-423.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-424.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-425.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-426.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-427.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-428.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-429.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-43.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-430.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-431.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-432.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-433.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-434.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-435.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-436.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-437.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-438.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-439.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-44.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-440.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-441.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-442.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-443.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-444.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-445.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-446.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-447.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-448.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-449.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-45.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-450.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-451.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-452.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-453.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-454.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-455.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-456.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-457.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-458.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-459.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-46.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-460.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-461.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-462.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-463.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-464.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-465.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-466.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-467.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-468.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-469.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-47.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-470.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-471.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-472.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-473.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-474.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-475.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-476.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-477.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-478.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-479.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-48.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-480.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-481.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-482.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-483.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-484.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-485.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-486.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-487.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-488.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-489.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-49.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-490.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-491.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-492.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-493.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-494.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-495.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-496.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-497.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-498.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-499.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-5.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-50.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-500.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-501.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-502.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-503.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-504.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-505.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-506.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-507.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-508.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-509.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-51.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-510.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-511.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-512.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-513.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-514.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-515.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-516.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-517.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-518.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-519.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-52.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-520.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-521.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-522.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-523.png     \b\b\b\b 96%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-524.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-525.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-526.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-527.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-528.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-529.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-53.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-530.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-531.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-532.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-533.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-534.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-535.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-536.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-537.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-538.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-539.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-54.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-540.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-541.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-542.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-543.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-544.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-545.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-546.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-547.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-548.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-549.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-55.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-550.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-551.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-552.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-553.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-554.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-555.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-556.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-557.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-558.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-559.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-56.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-560.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-561.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-562.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-563.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-564.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-565.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-566.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-567.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-568.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-569.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-57.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-570.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-571.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-572.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-573.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-574.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-575.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-576.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-577.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-578.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-579.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-58.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-580.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-581.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-582.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-583.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-584.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-585.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-586.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-587.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-588.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-589.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-59.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-590.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-591.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-592.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-593.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-594.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-595.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-596.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-597.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-598.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-599.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-6.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-60.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-600.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-601.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-602.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-603.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-604.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-605.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-606.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-607.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-608.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-609.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-61.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-610.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-611.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-612.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-613.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-614.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-615.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-616.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-617.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-618.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-619.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-62.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-620.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-621.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-622.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-623.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-624.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-625.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-626.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-627.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-628.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-629.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-63.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-630.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-631.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-632.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-633.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-634.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-635.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-636.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-637.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-638.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-639.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-64.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-640.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-641.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-642.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-643.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-644.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-645.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-646.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-647.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-648.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-649.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-65.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-650.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-651.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-652.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-653.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-654.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-655.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-656.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-657.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-658.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-659.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-66.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-660.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-661.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-662.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-663.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-664.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-665.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-666.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-667.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-668.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-669.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-67.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-670.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-671.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-672.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-673.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-674.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-675.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-676.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-677.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-678.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-679.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-68.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-680.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-681.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-682.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-683.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-684.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-685.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-686.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-687.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-688.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-689.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-69.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-690.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-691.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-692.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-693.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-694.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-695.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-696.png     \b\b\b\b 97%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-697.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-698.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-699.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-7.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-70.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-700.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-701.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-702.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-703.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-704.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-705.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-706.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-707.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-708.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-709.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-71.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-710.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-711.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-712.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-713.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-714.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-715.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-716.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-717.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-718.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-719.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-72.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-720.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-721.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-722.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-723.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-724.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-725.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-726.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-727.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-728.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-729.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-73.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-730.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-731.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-732.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-733.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-734.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-735.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-736.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-737.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-738.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-739.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-74.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-740.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-741.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-742.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-743.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-744.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-745.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-746.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-747.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-748.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-749.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-75.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-750.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-751.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-752.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-753.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-754.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-755.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-756.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-757.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-758.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-759.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-76.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-760.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-761.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-762.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-763.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-764.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-765.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-766.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-767.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-768.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-769.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-77.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-770.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-771.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-772.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-773.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-774.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-775.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-776.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-777.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-778.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-779.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-78.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-780.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-781.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-782.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-783.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-784.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-785.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-786.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-787.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-788.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-789.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-79.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-790.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-791.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-792.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-793.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-794.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-795.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-796.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-797.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-798.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-799.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-8.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-80.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-800.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-801.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-802.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-803.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-804.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-805.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-806.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-807.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-808.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-809.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-81.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-810.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-811.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-812.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-813.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-814.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-815.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-816.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-817.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-818.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-819.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-82.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-820.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-821.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-822.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-823.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-824.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-825.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-826.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-827.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-828.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-829.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-83.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-830.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-831.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-832.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-833.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-834.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-835.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-836.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-837.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-838.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-839.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-84.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-840.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-841.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-842.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-843.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-844.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-845.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-846.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-847.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-848.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-849.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-85.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-850.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-851.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-852.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-853.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-854.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-855.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-856.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-857.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-858.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-859.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-86.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-860.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-861.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-862.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-863.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-864.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-865.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-866.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-867.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-868.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-869.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-87.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-870.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-871.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-872.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-873.png     \b\b\b\b 98%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-874.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-875.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-876.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-877.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-878.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-879.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-88.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-880.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-881.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-882.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-883.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-884.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-885.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-886.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-887.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-888.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-889.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-89.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-890.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-891.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-892.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-893.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-894.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-895.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-896.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-897.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-898.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-899.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-9.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-90.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-900.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-901.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-902.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-903.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-904.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-905.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-906.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-907.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-908.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-909.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-91.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-910.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-911.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-912.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-913.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-914.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-915.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-916.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-917.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-918.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-919.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-92.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-920.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-921.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-922.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-923.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-924.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-925.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-926.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-927.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-928.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-929.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-93.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-930.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-931.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-932.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-933.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-934.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-935.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-936.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-937.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-938.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-939.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-94.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-940.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-941.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-942.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-943.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-944.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-945.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-946.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-947.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-948.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-949.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-95.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-950.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-951.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-952.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-953.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-954.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-955.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-956.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-957.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-958.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-959.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-96.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-960.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-961.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-962.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-963.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-964.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-965.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-966.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-967.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-968.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-969.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-97.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-970.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-971.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-972.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-973.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-974.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-975.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-976.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-977.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-978.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-979.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-98.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-980.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-981.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-982.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-983.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-984.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-985.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-986.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-987.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-988.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-989.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-99.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-990.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-991.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-992.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-993.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-994.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-995.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-996.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-997.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-998.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "Extracting  Chest X-Ray image dataset/Viral Pneumonia/Viral Pneumonia-999.png     \b\b\b\b 99%\b\b\b\b\b  OK \n",
            "All OK\n"
          ]
        }
      ],
      "source": [
        "!pip install unrar\n",
        "!unrar x /content/drive/MyDrive/Covid_mrinal/CovidXRay.rar"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "77nOhOMqugPn"
      },
      "outputs": [],
      "source": [
        "import numpy as np\n",
        "import pandas as pd\n",
        "import matplotlib.pyplot as plt\n",
        "import keras\n",
        "from keras.preprocessing.image import ImageDataGenerator\n",
        "import tensorflow as tf\n",
        "import os\n",
        "from matplotlib.pyplot import imread\n",
        "from sklearn.model_selection import train_test_split\n",
        "from sklearn.utils import class_weight\n",
        "from sklearn.preprocessing import LabelBinarizer, LabelEncoder\n",
        "import cv2\n",
        "from sklearn.metrics import confusion_matrix\n",
        "import seaborn as sns\n",
        "from sklearn.metrics import matthews_corrcoef\n",
        "from sklearn.metrics import classification_report\n",
        "from sklearn.metrics import plot_confusion_matrix"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "SjJcoWrxhdGC"
      },
      "outputs": [],
      "source": [
        "images = []\n",
        "classes_labels = []\n",
        "for i in os.listdir(\"/content/dataset\"):\n",
        "  class_path = f\"/content/dataset/{i}\"\n",
        "  for j in os.listdir(class_path):\n",
        "    file_path = f\"{class_path}/{j}\"\n",
        "    classes_labels.append(i)\n",
        "    images.append(cv2.resize(cv2.imread(file_path, 1), (244, 244)))"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "QSgo-05YlG4V"
      },
      "outputs": [],
      "source": [
        "lb = LabelBinarizer()\n",
        "classes_labels = lb.fit_transform(classes_labels)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "eBabNBzujary"
      },
      "outputs": [],
      "source": [
        "train_images, test_images, train_labels, test_labels = train_test_split(images, classes_labels, test_size = 0.2, random_state = 42)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "AV8-3APKNa77"
      },
      "source": [
        "#Dataset Description"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "ZzIs58YPkT91",
        "outputId": "bf48e587-3fd6-4633-ab06-b496248c2116"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "COVID : 3616\n",
            "Lung opacity : 6012\n",
            "Normal : 10192\n",
            "Viral Pneumonia : 1345\n"
          ]
        }
      ],
      "source": [
        "#Complete Dataset Description\n",
        "items = set(classes_labels)\n",
        "for i in items:\n",
        "  print(f\"{lb.classes_[i]} : {list(classes_labels).count(i)}\")"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "mm3IY2WIkqBm",
        "outputId": "a78f1521-c05f-4b36-8607-02a3e818ef52"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "COVID : 2879\n",
            "Lung opacity : 4761\n",
            "Normal : 8180\n",
            "Viral Pneumonia : 1112\n"
          ]
        }
      ],
      "source": [
        "#Training Set Description\n",
        "items = set(train_labels)\n",
        "for i in items:\n",
        "  print(f\"{lb.classes_[i]} : {list(train_labels).count(i)}\")"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "RsN_zovVk6OJ",
        "outputId": "5c5b1f01-dfdb-481d-b62c-a15b84f4f8c0"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "COVID : 737\n",
            "Lung opacity : 1251\n",
            "Normal : 2012\n",
            "Viral Pneumonia : 233\n"
          ]
        }
      ],
      "source": [
        "#Test Set Description\n",
        "items = set(test_labels)\n",
        "for i in items:\n",
        "  print(f\"{lb.classes_[i]} : {list(test_labels).count(i)}\")"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "9zEKd-P1Neyj"
      },
      "source": [
        "#Data Generation and augmentation"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "X25ll_y0_KUR"
      },
      "outputs": [],
      "source": [
        "train_generator = ImageDataGenerator(validation_split=0.2)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "EkCKNRCvluog"
      },
      "outputs": [],
      "source": [
        "test_generator = ImageDataGenerator()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "c8ewsxkUpvoL"
      },
      "outputs": [],
      "source": [
        "train_images = np.array(train_images)\n",
        "train_labels = np.array(train_labels)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "a0foos9dp90G"
      },
      "outputs": [],
      "source": [
        "test_images = np.array(test_images)\n",
        "test_labels = np.array(test_labels)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "7ENSL-lo_nl0"
      },
      "outputs": [],
      "source": [
        "train = train_generator.flow(x=train_images, y=train_labels, seed=42, shuffle=True, subset=\"training\")"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "N1z4BYOgAex5"
      },
      "outputs": [],
      "source": [
        "validation = train_generator.flow(x=train_images, y=train_labels, seed=42, shuffle=True, subset=\"validation\")"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "9RvZOy5hfDfv"
      },
      "outputs": [],
      "source": [
        "test = test_generator.flow(x=test_images, y=test_labels, seed=42, shuffle=True)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "8vTz903TuxC7"
      },
      "outputs": [],
      "source": [
        "labels = [np.argmax(x) for x in train_labels]"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "9il5FrjcqW8X"
      },
      "outputs": [],
      "source": [
        "class_weights = class_weight.compute_class_weight(class_weight=\"balanced\", classes=[0, 1, 2, 3], y=labels)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "eWo0pym-q-Ky"
      },
      "outputs": [],
      "source": [
        "model_class_weights = {x : y for x, y in enumerate(class_weights)}"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "ySrBBJ9qNiwD"
      },
      "source": [
        "#Data Visualization Methods"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "m-_g10v_K2Us"
      },
      "outputs": [],
      "source": [
        "def data(history):\n",
        "  return pd.DataFrame(data=list(zip(history.history[\"accuracy\"], history.history[\"val_accuracy\"], history.history[\"loss\"], history.history[\"val_loss\"], history.history[\"recall\"], history.history[\"val_recall\"], history.history[\"precision\"], history.history[\"val_precision\"], history.history[\"auc\"], history.history[\"val_auc\"], history.history[\"specificity\"], history.history[\"val_specificity\"], history.history[\"sensitivity\"], history.history[\"val_sensitivity\"], history.history[\"mcc\"], history.history[\"val_mcc\"])) , columns=[\"Accuracy\", \"Validation Accuracy\", \"Loss\", \"Validation Loss\", \"Recall\", \"Validation Recall\", \"Precision\", \"Validation Precision\", \"AUC\", \"Validation AUC\", \"Specificity\", \"Validation Specificity\" ,\"Sensitivity\", \"Validation Sensitivity\", \"MCC\", \"Validation MCC\"])"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "30R2jkk2tOrB"
      },
      "outputs": [],
      "source": [
        "def history_visualization(df):\n",
        "  sns.set_style('darkgrid')\n",
        "  nrow = 4\n",
        "  ncol = 2\n",
        "  df_columns = df.columns\n",
        "  df_list = [df[col] for col in df]\n",
        "  titles=[\"Accuracy Visualization\", \"Loss Visualization\", \"Recall Visualization\", \"Precision Visualization\", \"AUC Visualization\", \"Specificity Visualization\", \"Sensitivity Visualization\", \"MCC Visualization\"]\n",
        "  fig, axes = plt.subplots(nrow, ncol, figsize=(20, 16))\n",
        "  count = 0\n",
        "  i = 0\n",
        "  for r in range(nrow):\n",
        "    for c in range(ncol):\n",
        "        df_list[count].plot(ax=axes[r,c], x=\"Number of Epochs\", legend=\"brief\", label=df_columns[count], marker=\"o\").set_title(titles[i])\n",
        "        df_list[count+1].plot(ax=axes[r, c], x=\"Number of Epochs\", legend=\"brief\" ,label=df_columns[count+1], marker=\"o\").set_title(titles[i])\n",
        "        i+=1\n",
        "        count+=2"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "5M0lfIRwvqbg"
      },
      "outputs": [],
      "source": [
        "early_stoping = keras.callbacks.EarlyStopping(monitor=\"val_loss\", patience=8, restore_best_weights=True)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "-R3Vbey1NqI3"
      },
      "source": [
        "#Custom Metrics using tensorflow"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "1leTsibNFqXV"
      },
      "outputs": [],
      "source": [
        "def true_positive(y_true, y_pred):\n",
        "  y_true = tf.argmax(y_true)\n",
        "  y_pred = tf.argmax(y_pred)\n",
        "  res = tf.math.confusion_matrix(y_true, y_pred, dtype=tf.float32)\n",
        "  return tf.reduce_sum(tf.linalg.diag_part(res), axis = 0)\n",
        "\n",
        "def false_positive(y_true, y_pred):\n",
        "  y_true = tf.argmax(y_true)\n",
        "  y_pred = tf.argmax(y_pred)\n",
        "  res = tf.math.confusion_matrix(y_true, y_pred, dtype=tf.float32)\n",
        "  return tf.reduce_sum(tf.reduce_sum(res, axis = 1) - tf.linalg.diag_part(res), axis = 0)\n",
        "\n",
        "def false_negative(y_true, y_pred):\n",
        "  y_true = tf.argmax(y_true)\n",
        "  y_pred = tf.argmax(y_pred)\n",
        "  res = tf.math.confusion_matrix(y_true, y_pred, dtype=tf.float32)\n",
        "  return tf.reduce_sum(tf.reduce_sum(res, axis = 1) - tf.linalg.diag_part(res), axis = 0)\n",
        "\n",
        "def true_negative(y_true, y_pred):\n",
        "  y_true_res = tf.argmax(y_true)\n",
        "  y_pred_res = tf.argmax(y_pred)\n",
        "  res = tf.math.confusion_matrix(y_true_res, y_pred_res, dtype=tf.float32)\n",
        "  return tf.reduce_sum(tf.reduce_sum(res, axis = 1), axis=0) - (false_negative(y_true, y_pred) + false_positive(y_true, y_pred) + true_positive(y_true, y_pred))"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "5NXlJQc_HVG_"
      },
      "outputs": [],
      "source": [
        "def sensitivity(y_true, y_pred):\n",
        "    y_actual = tf.argmax(y_true).numpy()\n",
        "    y_hat = tf.argmax(y_pred).numpy()\n",
        "    TP = 0\n",
        "    FP = 0\n",
        "    TN = 0\n",
        "    FN = 0\n",
        "    for i in range(len(y_hat)): \n",
        "        if y_actual[i]==y_hat[i]==1:\n",
        "           TP += 1\n",
        "        if y_hat[i]==1 and y_actual[i]!=y_hat[i]:\n",
        "           FP += 1\n",
        "        if y_actual[i]==y_hat[i]==0:\n",
        "           TN += 1\n",
        "        if y_hat[i]==0 and y_actual[i]!=y_hat[i]:\n",
        "           FN += 1\n",
        "    num = float(TP)\n",
        "    den = float(TP + FN)\n",
        "    if den == 0.0:\n",
        "      return tf.constant(0.0, dtype=tf.float32)\n",
        "    return tf.constant(float(num/den), dtype=tf.float32)\n",
        "\n",
        "def specificity(y_true, y_pred):\n",
        "    y_actual = tf.argmax(y_true).numpy()\n",
        "    y_hat = tf.argmax(y_pred).numpy()\n",
        "    TP = 0\n",
        "    FP = 0\n",
        "    TN = 0\n",
        "    FN = 0\n",
        "    for i in range(len(y_hat)): \n",
        "        if y_actual[i]==y_hat[i]==1:\n",
        "           TP += 1\n",
        "        if y_hat[i]==1 and y_actual[i]!=y_hat[i]:\n",
        "           FP += 1\n",
        "        if y_actual[i]==y_hat[i]==0:\n",
        "           TN += 1\n",
        "        if y_hat[i]==0 and y_actual[i]!=y_hat[i]:\n",
        "           FN += 1\n",
        "    num = float(TN)\n",
        "    den = float(TN + FP)\n",
        "    if den == 0.0:\n",
        "      return tf.constant(0.0, dtype=tf.float32)\n",
        "    return tf.constant(float(num/den), dtype=tf.float32)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "K4nsXQmUR2x3"
      },
      "outputs": [],
      "source": [
        "def mcc(y_true, y_pred):\n",
        "  y_true = tf.argmax(y_true).numpy()\n",
        "  y_pred = tf.argmax(y_pred).numpy()\n",
        "\n",
        "  return tf.constant(matthews_corrcoef(y_true, y_pred))"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "gYgtNU-_LGGy"
      },
      "source": [
        "#ResNet50 with Weighted Categorical Cross Entropy"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "UKfm4ZRjLIgO",
        "outputId": "f89f8f18-0095-4abc-c82a-8b8eea1b2e6b"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Downloading data from https://storage.googleapis.com/tensorflow/keras-applications/resnet/resnet50_weights_tf_dim_ordering_tf_kernels_notop.h5\n",
            "94773248/94765736 [==============================] - 0s 0us/step\n",
            "94781440/94765736 [==============================] - 0s 0us/step\n",
            "Model: \"resnet50\"\n",
            "__________________________________________________________________________________________________\n",
            "Layer (type)                    Output Shape         Param #     Connected to                     \n",
            "==================================================================================================\n",
            "input_1 (InputLayer)            [(None, 244, 244, 3) 0                                            \n",
            "__________________________________________________________________________________________________\n",
            "conv1_pad (ZeroPadding2D)       (None, 250, 250, 3)  0           input_1[0][0]                    \n",
            "__________________________________________________________________________________________________\n",
            "conv1_conv (Conv2D)             (None, 122, 122, 64) 9472        conv1_pad[0][0]                  \n",
            "__________________________________________________________________________________________________\n",
            "conv1_bn (BatchNormalization)   (None, 122, 122, 64) 256         conv1_conv[0][0]                 \n",
            "__________________________________________________________________________________________________\n",
            "conv1_relu (Activation)         (None, 122, 122, 64) 0           conv1_bn[0][0]                   \n",
            "__________________________________________________________________________________________________\n",
            "pool1_pad (ZeroPadding2D)       (None, 124, 124, 64) 0           conv1_relu[0][0]                 \n",
            "__________________________________________________________________________________________________\n",
            "pool1_pool (MaxPooling2D)       (None, 61, 61, 64)   0           pool1_pad[0][0]                  \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block1_1_conv (Conv2D)    (None, 61, 61, 64)   4160        pool1_pool[0][0]                 \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block1_1_bn (BatchNormali (None, 61, 61, 64)   256         conv2_block1_1_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block1_1_relu (Activation (None, 61, 61, 64)   0           conv2_block1_1_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block1_2_conv (Conv2D)    (None, 61, 61, 64)   36928       conv2_block1_1_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block1_2_bn (BatchNormali (None, 61, 61, 64)   256         conv2_block1_2_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block1_2_relu (Activation (None, 61, 61, 64)   0           conv2_block1_2_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block1_0_conv (Conv2D)    (None, 61, 61, 256)  16640       pool1_pool[0][0]                 \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block1_3_conv (Conv2D)    (None, 61, 61, 256)  16640       conv2_block1_2_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block1_0_bn (BatchNormali (None, 61, 61, 256)  1024        conv2_block1_0_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block1_3_bn (BatchNormali (None, 61, 61, 256)  1024        conv2_block1_3_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block1_add (Add)          (None, 61, 61, 256)  0           conv2_block1_0_bn[0][0]          \n",
            "                                                                 conv2_block1_3_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block1_out (Activation)   (None, 61, 61, 256)  0           conv2_block1_add[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block2_1_conv (Conv2D)    (None, 61, 61, 64)   16448       conv2_block1_out[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block2_1_bn (BatchNormali (None, 61, 61, 64)   256         conv2_block2_1_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block2_1_relu (Activation (None, 61, 61, 64)   0           conv2_block2_1_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block2_2_conv (Conv2D)    (None, 61, 61, 64)   36928       conv2_block2_1_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block2_2_bn (BatchNormali (None, 61, 61, 64)   256         conv2_block2_2_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block2_2_relu (Activation (None, 61, 61, 64)   0           conv2_block2_2_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block2_3_conv (Conv2D)    (None, 61, 61, 256)  16640       conv2_block2_2_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block2_3_bn (BatchNormali (None, 61, 61, 256)  1024        conv2_block2_3_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block2_add (Add)          (None, 61, 61, 256)  0           conv2_block1_out[0][0]           \n",
            "                                                                 conv2_block2_3_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block2_out (Activation)   (None, 61, 61, 256)  0           conv2_block2_add[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block3_1_conv (Conv2D)    (None, 61, 61, 64)   16448       conv2_block2_out[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block3_1_bn (BatchNormali (None, 61, 61, 64)   256         conv2_block3_1_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block3_1_relu (Activation (None, 61, 61, 64)   0           conv2_block3_1_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block3_2_conv (Conv2D)    (None, 61, 61, 64)   36928       conv2_block3_1_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block3_2_bn (BatchNormali (None, 61, 61, 64)   256         conv2_block3_2_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block3_2_relu (Activation (None, 61, 61, 64)   0           conv2_block3_2_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block3_3_conv (Conv2D)    (None, 61, 61, 256)  16640       conv2_block3_2_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block3_3_bn (BatchNormali (None, 61, 61, 256)  1024        conv2_block3_3_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block3_add (Add)          (None, 61, 61, 256)  0           conv2_block2_out[0][0]           \n",
            "                                                                 conv2_block3_3_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv2_block3_out (Activation)   (None, 61, 61, 256)  0           conv2_block3_add[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block1_1_conv (Conv2D)    (None, 31, 31, 128)  32896       conv2_block3_out[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block1_1_bn (BatchNormali (None, 31, 31, 128)  512         conv3_block1_1_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block1_1_relu (Activation (None, 31, 31, 128)  0           conv3_block1_1_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block1_2_conv (Conv2D)    (None, 31, 31, 128)  147584      conv3_block1_1_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block1_2_bn (BatchNormali (None, 31, 31, 128)  512         conv3_block1_2_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block1_2_relu (Activation (None, 31, 31, 128)  0           conv3_block1_2_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block1_0_conv (Conv2D)    (None, 31, 31, 512)  131584      conv2_block3_out[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block1_3_conv (Conv2D)    (None, 31, 31, 512)  66048       conv3_block1_2_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block1_0_bn (BatchNormali (None, 31, 31, 512)  2048        conv3_block1_0_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block1_3_bn (BatchNormali (None, 31, 31, 512)  2048        conv3_block1_3_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block1_add (Add)          (None, 31, 31, 512)  0           conv3_block1_0_bn[0][0]          \n",
            "                                                                 conv3_block1_3_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block1_out (Activation)   (None, 31, 31, 512)  0           conv3_block1_add[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block2_1_conv (Conv2D)    (None, 31, 31, 128)  65664       conv3_block1_out[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block2_1_bn (BatchNormali (None, 31, 31, 128)  512         conv3_block2_1_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block2_1_relu (Activation (None, 31, 31, 128)  0           conv3_block2_1_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block2_2_conv (Conv2D)    (None, 31, 31, 128)  147584      conv3_block2_1_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block2_2_bn (BatchNormali (None, 31, 31, 128)  512         conv3_block2_2_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block2_2_relu (Activation (None, 31, 31, 128)  0           conv3_block2_2_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block2_3_conv (Conv2D)    (None, 31, 31, 512)  66048       conv3_block2_2_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block2_3_bn (BatchNormali (None, 31, 31, 512)  2048        conv3_block2_3_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block2_add (Add)          (None, 31, 31, 512)  0           conv3_block1_out[0][0]           \n",
            "                                                                 conv3_block2_3_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block2_out (Activation)   (None, 31, 31, 512)  0           conv3_block2_add[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block3_1_conv (Conv2D)    (None, 31, 31, 128)  65664       conv3_block2_out[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block3_1_bn (BatchNormali (None, 31, 31, 128)  512         conv3_block3_1_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block3_1_relu (Activation (None, 31, 31, 128)  0           conv3_block3_1_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block3_2_conv (Conv2D)    (None, 31, 31, 128)  147584      conv3_block3_1_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block3_2_bn (BatchNormali (None, 31, 31, 128)  512         conv3_block3_2_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block3_2_relu (Activation (None, 31, 31, 128)  0           conv3_block3_2_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block3_3_conv (Conv2D)    (None, 31, 31, 512)  66048       conv3_block3_2_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block3_3_bn (BatchNormali (None, 31, 31, 512)  2048        conv3_block3_3_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block3_add (Add)          (None, 31, 31, 512)  0           conv3_block2_out[0][0]           \n",
            "                                                                 conv3_block3_3_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block3_out (Activation)   (None, 31, 31, 512)  0           conv3_block3_add[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block4_1_conv (Conv2D)    (None, 31, 31, 128)  65664       conv3_block3_out[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block4_1_bn (BatchNormali (None, 31, 31, 128)  512         conv3_block4_1_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block4_1_relu (Activation (None, 31, 31, 128)  0           conv3_block4_1_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block4_2_conv (Conv2D)    (None, 31, 31, 128)  147584      conv3_block4_1_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block4_2_bn (BatchNormali (None, 31, 31, 128)  512         conv3_block4_2_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block4_2_relu (Activation (None, 31, 31, 128)  0           conv3_block4_2_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block4_3_conv (Conv2D)    (None, 31, 31, 512)  66048       conv3_block4_2_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block4_3_bn (BatchNormali (None, 31, 31, 512)  2048        conv3_block4_3_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block4_add (Add)          (None, 31, 31, 512)  0           conv3_block3_out[0][0]           \n",
            "                                                                 conv3_block4_3_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv3_block4_out (Activation)   (None, 31, 31, 512)  0           conv3_block4_add[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block1_1_conv (Conv2D)    (None, 16, 16, 256)  131328      conv3_block4_out[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block1_1_bn (BatchNormali (None, 16, 16, 256)  1024        conv4_block1_1_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block1_1_relu (Activation (None, 16, 16, 256)  0           conv4_block1_1_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block1_2_conv (Conv2D)    (None, 16, 16, 256)  590080      conv4_block1_1_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block1_2_bn (BatchNormali (None, 16, 16, 256)  1024        conv4_block1_2_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block1_2_relu (Activation (None, 16, 16, 256)  0           conv4_block1_2_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block1_0_conv (Conv2D)    (None, 16, 16, 1024) 525312      conv3_block4_out[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block1_3_conv (Conv2D)    (None, 16, 16, 1024) 263168      conv4_block1_2_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block1_0_bn (BatchNormali (None, 16, 16, 1024) 4096        conv4_block1_0_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block1_3_bn (BatchNormali (None, 16, 16, 1024) 4096        conv4_block1_3_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block1_add (Add)          (None, 16, 16, 1024) 0           conv4_block1_0_bn[0][0]          \n",
            "                                                                 conv4_block1_3_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block1_out (Activation)   (None, 16, 16, 1024) 0           conv4_block1_add[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block2_1_conv (Conv2D)    (None, 16, 16, 256)  262400      conv4_block1_out[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block2_1_bn (BatchNormali (None, 16, 16, 256)  1024        conv4_block2_1_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block2_1_relu (Activation (None, 16, 16, 256)  0           conv4_block2_1_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block2_2_conv (Conv2D)    (None, 16, 16, 256)  590080      conv4_block2_1_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block2_2_bn (BatchNormali (None, 16, 16, 256)  1024        conv4_block2_2_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block2_2_relu (Activation (None, 16, 16, 256)  0           conv4_block2_2_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block2_3_conv (Conv2D)    (None, 16, 16, 1024) 263168      conv4_block2_2_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block2_3_bn (BatchNormali (None, 16, 16, 1024) 4096        conv4_block2_3_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block2_add (Add)          (None, 16, 16, 1024) 0           conv4_block1_out[0][0]           \n",
            "                                                                 conv4_block2_3_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block2_out (Activation)   (None, 16, 16, 1024) 0           conv4_block2_add[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block3_1_conv (Conv2D)    (None, 16, 16, 256)  262400      conv4_block2_out[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block3_1_bn (BatchNormali (None, 16, 16, 256)  1024        conv4_block3_1_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block3_1_relu (Activation (None, 16, 16, 256)  0           conv4_block3_1_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block3_2_conv (Conv2D)    (None, 16, 16, 256)  590080      conv4_block3_1_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block3_2_bn (BatchNormali (None, 16, 16, 256)  1024        conv4_block3_2_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block3_2_relu (Activation (None, 16, 16, 256)  0           conv4_block3_2_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block3_3_conv (Conv2D)    (None, 16, 16, 1024) 263168      conv4_block3_2_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block3_3_bn (BatchNormali (None, 16, 16, 1024) 4096        conv4_block3_3_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block3_add (Add)          (None, 16, 16, 1024) 0           conv4_block2_out[0][0]           \n",
            "                                                                 conv4_block3_3_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block3_out (Activation)   (None, 16, 16, 1024) 0           conv4_block3_add[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block4_1_conv (Conv2D)    (None, 16, 16, 256)  262400      conv4_block3_out[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block4_1_bn (BatchNormali (None, 16, 16, 256)  1024        conv4_block4_1_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block4_1_relu (Activation (None, 16, 16, 256)  0           conv4_block4_1_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block4_2_conv (Conv2D)    (None, 16, 16, 256)  590080      conv4_block4_1_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block4_2_bn (BatchNormali (None, 16, 16, 256)  1024        conv4_block4_2_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block4_2_relu (Activation (None, 16, 16, 256)  0           conv4_block4_2_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block4_3_conv (Conv2D)    (None, 16, 16, 1024) 263168      conv4_block4_2_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block4_3_bn (BatchNormali (None, 16, 16, 1024) 4096        conv4_block4_3_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block4_add (Add)          (None, 16, 16, 1024) 0           conv4_block3_out[0][0]           \n",
            "                                                                 conv4_block4_3_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block4_out (Activation)   (None, 16, 16, 1024) 0           conv4_block4_add[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block5_1_conv (Conv2D)    (None, 16, 16, 256)  262400      conv4_block4_out[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block5_1_bn (BatchNormali (None, 16, 16, 256)  1024        conv4_block5_1_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block5_1_relu (Activation (None, 16, 16, 256)  0           conv4_block5_1_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block5_2_conv (Conv2D)    (None, 16, 16, 256)  590080      conv4_block5_1_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block5_2_bn (BatchNormali (None, 16, 16, 256)  1024        conv4_block5_2_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block5_2_relu (Activation (None, 16, 16, 256)  0           conv4_block5_2_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block5_3_conv (Conv2D)    (None, 16, 16, 1024) 263168      conv4_block5_2_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block5_3_bn (BatchNormali (None, 16, 16, 1024) 4096        conv4_block5_3_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block5_add (Add)          (None, 16, 16, 1024) 0           conv4_block4_out[0][0]           \n",
            "                                                                 conv4_block5_3_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block5_out (Activation)   (None, 16, 16, 1024) 0           conv4_block5_add[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block6_1_conv (Conv2D)    (None, 16, 16, 256)  262400      conv4_block5_out[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block6_1_bn (BatchNormali (None, 16, 16, 256)  1024        conv4_block6_1_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block6_1_relu (Activation (None, 16, 16, 256)  0           conv4_block6_1_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block6_2_conv (Conv2D)    (None, 16, 16, 256)  590080      conv4_block6_1_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block6_2_bn (BatchNormali (None, 16, 16, 256)  1024        conv4_block6_2_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block6_2_relu (Activation (None, 16, 16, 256)  0           conv4_block6_2_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block6_3_conv (Conv2D)    (None, 16, 16, 1024) 263168      conv4_block6_2_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block6_3_bn (BatchNormali (None, 16, 16, 1024) 4096        conv4_block6_3_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block6_add (Add)          (None, 16, 16, 1024) 0           conv4_block5_out[0][0]           \n",
            "                                                                 conv4_block6_3_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv4_block6_out (Activation)   (None, 16, 16, 1024) 0           conv4_block6_add[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block1_1_conv (Conv2D)    (None, 8, 8, 512)    524800      conv4_block6_out[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block1_1_bn (BatchNormali (None, 8, 8, 512)    2048        conv5_block1_1_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block1_1_relu (Activation (None, 8, 8, 512)    0           conv5_block1_1_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block1_2_conv (Conv2D)    (None, 8, 8, 512)    2359808     conv5_block1_1_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block1_2_bn (BatchNormali (None, 8, 8, 512)    2048        conv5_block1_2_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block1_2_relu (Activation (None, 8, 8, 512)    0           conv5_block1_2_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block1_0_conv (Conv2D)    (None, 8, 8, 2048)   2099200     conv4_block6_out[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block1_3_conv (Conv2D)    (None, 8, 8, 2048)   1050624     conv5_block1_2_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block1_0_bn (BatchNormali (None, 8, 8, 2048)   8192        conv5_block1_0_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block1_3_bn (BatchNormali (None, 8, 8, 2048)   8192        conv5_block1_3_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block1_add (Add)          (None, 8, 8, 2048)   0           conv5_block1_0_bn[0][0]          \n",
            "                                                                 conv5_block1_3_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block1_out (Activation)   (None, 8, 8, 2048)   0           conv5_block1_add[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block2_1_conv (Conv2D)    (None, 8, 8, 512)    1049088     conv5_block1_out[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block2_1_bn (BatchNormali (None, 8, 8, 512)    2048        conv5_block2_1_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block2_1_relu (Activation (None, 8, 8, 512)    0           conv5_block2_1_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block2_2_conv (Conv2D)    (None, 8, 8, 512)    2359808     conv5_block2_1_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block2_2_bn (BatchNormali (None, 8, 8, 512)    2048        conv5_block2_2_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block2_2_relu (Activation (None, 8, 8, 512)    0           conv5_block2_2_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block2_3_conv (Conv2D)    (None, 8, 8, 2048)   1050624     conv5_block2_2_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block2_3_bn (BatchNormali (None, 8, 8, 2048)   8192        conv5_block2_3_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block2_add (Add)          (None, 8, 8, 2048)   0           conv5_block1_out[0][0]           \n",
            "                                                                 conv5_block2_3_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block2_out (Activation)   (None, 8, 8, 2048)   0           conv5_block2_add[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block3_1_conv (Conv2D)    (None, 8, 8, 512)    1049088     conv5_block2_out[0][0]           \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block3_1_bn (BatchNormali (None, 8, 8, 512)    2048        conv5_block3_1_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block3_1_relu (Activation (None, 8, 8, 512)    0           conv5_block3_1_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block3_2_conv (Conv2D)    (None, 8, 8, 512)    2359808     conv5_block3_1_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block3_2_bn (BatchNormali (None, 8, 8, 512)    2048        conv5_block3_2_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block3_2_relu (Activation (None, 8, 8, 512)    0           conv5_block3_2_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block3_3_conv (Conv2D)    (None, 8, 8, 2048)   1050624     conv5_block3_2_relu[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block3_3_bn (BatchNormali (None, 8, 8, 2048)   8192        conv5_block3_3_conv[0][0]        \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block3_add (Add)          (None, 8, 8, 2048)   0           conv5_block2_out[0][0]           \n",
            "                                                                 conv5_block3_3_bn[0][0]          \n",
            "__________________________________________________________________________________________________\n",
            "conv5_block3_out (Activation)   (None, 8, 8, 2048)   0           conv5_block3_add[0][0]           \n",
            "==================================================================================================\n",
            "Total params: 23,587,712\n",
            "Trainable params: 0\n",
            "Non-trainable params: 23,587,712\n",
            "__________________________________________________________________________________________________\n",
            "Epoch 1/20\n",
            "424/424 [==============================] - 152s 314ms/step - loss: 3.1216 - accuracy: 0.4352 - precision: 0.8208 - recall: 0.8205 - auc: 0.9021 - specificity: 0.6262 - sensitivity: 0.4092 - mcc: 0.6365 - val_loss: 5.2368 - val_accuracy: 0.5368 - val_precision: 0.7882 - val_recall: 0.7882 - val_auc: 0.8781 - val_specificity: 0.6462 - val_sensitivity: 0.4151 - val_mcc: 0.6351\n",
            "Epoch 2/20\n",
            "424/424 [==============================] - 133s 313ms/step - loss: 1.5050 - accuracy: 0.6662 - precision: 0.9073 - recall: 0.9073 - auc: 0.9505 - specificity: 0.8090 - sensitivity: 0.5212 - mcc: 0.7927 - val_loss: 2.8039 - val_accuracy: 0.6672 - val_precision: 0.8943 - val_recall: 0.8943 - val_auc: 0.9419 - val_specificity: 0.7925 - val_sensitivity: 0.5142 - val_mcc: 0.7894\n",
            "Epoch 3/20\n",
            "424/424 [==============================] - 133s 313ms/step - loss: 0.9123 - accuracy: 0.7406 - precision: 0.9418 - recall: 0.9418 - auc: 0.9691 - specificity: 0.8671 - sensitivity: 0.5554 - mcc: 0.8470 - val_loss: 3.1348 - val_accuracy: 0.7426 - val_precision: 0.8955 - val_recall: 0.8955 - val_auc: 0.9372 - val_specificity: 0.8726 - val_sensitivity: 0.5142 - val_mcc: 0.8211\n",
            "Epoch 4/20\n",
            "424/424 [==============================] - 133s 313ms/step - loss: 0.8915 - accuracy: 0.8088 - precision: 0.9515 - recall: 0.9515 - auc: 0.9737 - specificity: 0.9269 - sensitivity: 0.6108 - mcc: 0.8900 - val_loss: 3.6362 - val_accuracy: 0.7633 - val_precision: 0.8931 - val_recall: 0.8931 - val_auc: 0.9358 - val_specificity: 0.8208 - val_sensitivity: 0.5094 - val_mcc: 0.7726\n",
            "Epoch 5/20\n",
            "424/424 [==============================] - 133s 314ms/step - loss: 0.7512 - accuracy: 0.8406 - precision: 0.9584 - recall: 0.9583 - auc: 0.9776 - specificity: 0.9410 - sensitivity: 0.5932 - mcc: 0.9221 - val_loss: 3.9481 - val_accuracy: 0.8174 - val_precision: 0.9008 - val_recall: 0.9008 - val_auc: 0.9395 - val_specificity: 0.8082 - val_sensitivity: 0.5330 - val_mcc: 0.7871\n",
            "Epoch 6/20\n",
            "424/424 [==============================] - 134s 316ms/step - loss: 0.4492 - accuracy: 0.8651 - precision: 0.9731 - recall: 0.9731 - auc: 0.9860 - specificity: 0.9434 - sensitivity: 0.6403 - mcc: 0.9487 - val_loss: 4.1501 - val_accuracy: 0.8225 - val_precision: 0.8960 - val_recall: 0.8960 - val_auc: 0.9384 - val_specificity: 0.8506 - val_sensitivity: 0.5660 - val_mcc: 0.8244\n",
            "Epoch 7/20\n",
            "424/424 [==============================] - 133s 314ms/step - loss: 0.4557 - accuracy: 0.8839 - precision: 0.9728 - recall: 0.9727 - auc: 0.9848 - specificity: 0.9481 - sensitivity: 0.6203 - mcc: 0.9391 - val_loss: 4.5032 - val_accuracy: 0.8554 - val_precision: 0.9073 - val_recall: 0.9073 - val_auc: 0.9446 - val_specificity: 0.8726 - val_sensitivity: 0.4906 - val_mcc: 0.8234\n",
            "Epoch 8/20\n",
            "424/424 [==============================] - 133s 314ms/step - loss: 0.2510 - accuracy: 0.8995 - precision: 0.9814 - recall: 0.9814 - auc: 0.9906 - specificity: 0.9756 - sensitivity: 0.6580 - mcc: 0.9601 - val_loss: 4.6753 - val_accuracy: 0.8596 - val_precision: 0.9031 - val_recall: 0.9031 - val_auc: 0.9395 - val_specificity: 0.9151 - val_sensitivity: 0.5472 - val_mcc: 0.8607\n",
            "Epoch 9/20\n",
            "424/424 [==============================] - 134s 315ms/step - loss: 0.6085 - accuracy: 0.9049 - precision: 0.9692 - recall: 0.9691 - auc: 0.9831 - specificity: 0.9481 - sensitivity: 0.5837 - mcc: 0.9378 - val_loss: 5.6069 - val_accuracy: 0.8836 - val_precision: 0.9019 - val_recall: 0.9019 - val_auc: 0.9386 - val_specificity: 0.8915 - val_sensitivity: 0.5660 - val_mcc: 0.8149\n",
            "Epoch 10/20\n",
            "424/424 [==============================] - 134s 316ms/step - loss: 0.4620 - accuracy: 0.9269 - precision: 0.9771 - recall: 0.9770 - auc: 0.9875 - specificity: 0.9387 - sensitivity: 0.6509 - mcc: 0.9460 - val_loss: 5.9567 - val_accuracy: 0.8618 - val_precision: 0.8884 - val_recall: 0.8884 - val_auc: 0.9302 - val_specificity: 0.8459 - val_sensitivity: 0.5236 - val_mcc: 0.8359\n"
          ]
        }
      ],
      "source": [
        "from tensorflow.keras.applications.resnet50 import ResNet50\n",
        "base_model_resnet50 = ResNet50(include_top=False, weights=\"imagenet\", input_shape=(244, 244, 3))\n",
        "base_model_resnet50.trainable = False\n",
        "base_model_resnet50.summary()\n",
        "final_model_resnet50 = keras.models.Sequential([base_model_resnet50, keras.layers.Flatten(), keras.layers.Dense(4, activation=\"softmax\")])\n",
        "final_model_resnet50.compile(optimizer=\"adam\", loss=\"categorical_crossentropy\", metrics=[keras.metrics.Accuracy(), keras.metrics.Precision(), keras.metrics.Recall(), keras.metrics.AUC(), specificity, sensitivity, mcc], run_eagerly=True)\n",
        "resnet50_history = final_model_resnet50.fit(train, validation_data=validation, epochs = 20, batch_size=32, callbacks=[early_stoping], class_weight=model_class_weights)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "oLB--TjYM9fJ",
        "outputId": "633ddd6c-3054-4655-83ff-2041e8c79888"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Model: \"sequential\"\n",
            "_________________________________________________________________\n",
            "Layer (type)                 Output Shape              Param #   \n",
            "=================================================================\n",
            "resnet50 (Functional)        (None, 8, 8, 2048)        23587712  \n",
            "_________________________________________________________________\n",
            "flatten (Flatten)            (None, 131072)            0         \n",
            "_________________________________________________________________\n",
            "dense (Dense)                (None, 4)                 524292    \n",
            "=================================================================\n",
            "Total params: 24,112,004\n",
            "Trainable params: 524,292\n",
            "Non-trainable params: 23,587,712\n",
            "_________________________________________________________________\n"
          ]
        }
      ],
      "source": [
        "final_model_resnet50.summary()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "HHQaGqJjMmzK"
      },
      "outputs": [],
      "source": [
        "df = data(resnet50_history)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "YJSd_ppmMneB",
        "outputId": "166b8a46-8144-48c5-ad3f-591edb313e6d"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
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              "<style scoped>\n",
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              "\n",
              "    .dataframe thead th {\n",
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              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Accuracy</th>\n",
              "      <th>Validation Accuracy</th>\n",
              "      <th>Loss</th>\n",
              "      <th>Validation Loss</th>\n",
              "      <th>Recall</th>\n",
              "      <th>Validation Recall</th>\n",
              "      <th>Precision</th>\n",
              "      <th>Validation Precision</th>\n",
              "      <th>AUC</th>\n",
              "      <th>Validation AUC</th>\n",
              "      <th>Specificity</th>\n",
              "      <th>Validation Specificity</th>\n",
              "      <th>Sensitivity</th>\n",
              "      <th>Validation Sensitivity</th>\n",
              "      <th>MCC</th>\n",
              "      <th>Validation MCC</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>0.435221</td>\n",
              "      <td>0.536843</td>\n",
              "      <td>3.121590</td>\n",
              "      <td>5.236765</td>\n",
              "      <td>0.820537</td>\n",
              "      <td>0.788246</td>\n",
              "      <td>0.820840</td>\n",
              "      <td>0.788246</td>\n",
              "      <td>0.902132</td>\n",
              "      <td>0.878140</td>\n",
              "      <td>0.626179</td>\n",
              "      <td>0.646226</td>\n",
              "      <td>0.409198</td>\n",
              "      <td>0.415094</td>\n",
              "      <td>0.636454</td>\n",
              "      <td>0.635120</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>0.666175</td>\n",
              "      <td>0.667159</td>\n",
              "      <td>1.505028</td>\n",
              "      <td>2.803891</td>\n",
              "      <td>0.907279</td>\n",
              "      <td>0.894271</td>\n",
              "      <td>0.907346</td>\n",
              "      <td>0.894271</td>\n",
              "      <td>0.950498</td>\n",
              "      <td>0.941873</td>\n",
              "      <td>0.808962</td>\n",
              "      <td>0.792453</td>\n",
              "      <td>0.521226</td>\n",
              "      <td>0.514151</td>\n",
              "      <td>0.792658</td>\n",
              "      <td>0.789443</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>0.740606</td>\n",
              "      <td>0.742617</td>\n",
              "      <td>0.912322</td>\n",
              "      <td>3.134793</td>\n",
              "      <td>0.941828</td>\n",
              "      <td>0.895452</td>\n",
              "      <td>0.941828</td>\n",
              "      <td>0.895452</td>\n",
              "      <td>0.969110</td>\n",
              "      <td>0.937247</td>\n",
              "      <td>0.867138</td>\n",
              "      <td>0.872642</td>\n",
              "      <td>0.555425</td>\n",
              "      <td>0.514151</td>\n",
              "      <td>0.847022</td>\n",
              "      <td>0.821073</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>0.808837</td>\n",
              "      <td>0.763290</td>\n",
              "      <td>0.891453</td>\n",
              "      <td>3.636165</td>\n",
              "      <td>0.951499</td>\n",
              "      <td>0.893089</td>\n",
              "      <td>0.951499</td>\n",
              "      <td>0.893089</td>\n",
              "      <td>0.973727</td>\n",
              "      <td>0.935770</td>\n",
              "      <td>0.926887</td>\n",
              "      <td>0.820755</td>\n",
              "      <td>0.610849</td>\n",
              "      <td>0.509434</td>\n",
              "      <td>0.890001</td>\n",
              "      <td>0.772566</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>0.840580</td>\n",
              "      <td>0.817410</td>\n",
              "      <td>0.751218</td>\n",
              "      <td>3.948084</td>\n",
              "      <td>0.958290</td>\n",
              "      <td>0.900768</td>\n",
              "      <td>0.958361</td>\n",
              "      <td>0.900768</td>\n",
              "      <td>0.977582</td>\n",
              "      <td>0.939503</td>\n",
              "      <td>0.941038</td>\n",
              "      <td>0.808176</td>\n",
              "      <td>0.593160</td>\n",
              "      <td>0.533019</td>\n",
              "      <td>0.922099</td>\n",
              "      <td>0.787075</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>0.865145</td>\n",
              "      <td>0.822504</td>\n",
              "      <td>0.449171</td>\n",
              "      <td>4.150140</td>\n",
              "      <td>0.973055</td>\n",
              "      <td>0.896043</td>\n",
              "      <td>0.973055</td>\n",
              "      <td>0.896043</td>\n",
              "      <td>0.985959</td>\n",
              "      <td>0.938400</td>\n",
              "      <td>0.943396</td>\n",
              "      <td>0.850629</td>\n",
              "      <td>0.640330</td>\n",
              "      <td>0.566038</td>\n",
              "      <td>0.948669</td>\n",
              "      <td>0.824435</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>0.883914</td>\n",
              "      <td>0.855434</td>\n",
              "      <td>0.455747</td>\n",
              "      <td>4.503182</td>\n",
              "      <td>0.972686</td>\n",
              "      <td>0.907265</td>\n",
              "      <td>0.972757</td>\n",
              "      <td>0.907265</td>\n",
              "      <td>0.984761</td>\n",
              "      <td>0.944623</td>\n",
              "      <td>0.948113</td>\n",
              "      <td>0.872642</td>\n",
              "      <td>0.620283</td>\n",
              "      <td>0.490566</td>\n",
              "      <td>0.939073</td>\n",
              "      <td>0.823434</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>0.899509</td>\n",
              "      <td>0.859569</td>\n",
              "      <td>0.251042</td>\n",
              "      <td>4.675280</td>\n",
              "      <td>0.981397</td>\n",
              "      <td>0.903131</td>\n",
              "      <td>0.981397</td>\n",
              "      <td>0.903131</td>\n",
              "      <td>0.990558</td>\n",
              "      <td>0.939529</td>\n",
              "      <td>0.975629</td>\n",
              "      <td>0.915094</td>\n",
              "      <td>0.658019</td>\n",
              "      <td>0.547170</td>\n",
              "      <td>0.960113</td>\n",
              "      <td>0.860695</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>0.904861</td>\n",
              "      <td>0.883565</td>\n",
              "      <td>0.608528</td>\n",
              "      <td>5.606909</td>\n",
              "      <td>0.969142</td>\n",
              "      <td>0.901949</td>\n",
              "      <td>0.969214</td>\n",
              "      <td>0.901949</td>\n",
              "      <td>0.983069</td>\n",
              "      <td>0.938639</td>\n",
              "      <td>0.948113</td>\n",
              "      <td>0.891509</td>\n",
              "      <td>0.583726</td>\n",
              "      <td>0.566038</td>\n",
              "      <td>0.937803</td>\n",
              "      <td>0.814941</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>0.926934</td>\n",
              "      <td>0.861784</td>\n",
              "      <td>0.461982</td>\n",
              "      <td>5.956735</td>\n",
              "      <td>0.977041</td>\n",
              "      <td>0.888364</td>\n",
              "      <td>0.977113</td>\n",
              "      <td>0.888364</td>\n",
              "      <td>0.987476</td>\n",
              "      <td>0.930172</td>\n",
              "      <td>0.938679</td>\n",
              "      <td>0.845912</td>\n",
              "      <td>0.650943</td>\n",
              "      <td>0.523585</td>\n",
              "      <td>0.946038</td>\n",
              "      <td>0.835913</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "   Accuracy  Validation Accuracy  ...       MCC  Validation MCC\n",
              "0  0.435221             0.536843  ...  0.636454        0.635120\n",
              "1  0.666175             0.667159  ...  0.792658        0.789443\n",
              "2  0.740606             0.742617  ...  0.847022        0.821073\n",
              "3  0.808837             0.763290  ...  0.890001        0.772566\n",
              "4  0.840580             0.817410  ...  0.922099        0.787075\n",
              "5  0.865145             0.822504  ...  0.948669        0.824435\n",
              "6  0.883914             0.855434  ...  0.939073        0.823434\n",
              "7  0.899509             0.859569  ...  0.960113        0.860695\n",
              "8  0.904861             0.883565  ...  0.937803        0.814941\n",
              "9  0.926934             0.861784  ...  0.946038        0.835913\n",
              "\n",
              "[10 rows x 16 columns]"
            ]
          },
          "execution_count": 26,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "df"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "g2RZgWmmMngN",
        "outputId": "861c11d6-7b84-4d4b-b00f-4e9f03adbdbd"
      },
      "outputs": [
        {
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 1440x1152 with 8 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "history_visualization(df)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "t-gAx-suMniY",
        "outputId": "123b2c94-17da-4c31-8332-032663e0057d"
      },
      "outputs": [
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "/usr/local/lib/python3.7/dist-packages/keras/utils/generic_utils.py:497: CustomMaskWarning: Custom mask layers require a config and must override get_config. When loading, the custom mask layer must be passed to the custom_objects argument.\n",
            "  category=CustomMaskWarning)\n"
          ]
        }
      ],
      "source": [
        "final_model_resnet50.save(\"/content/drive/MyDrive/COVID/final_model_resnet50_with_class_weights_without_augmentation.h5\")"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "Vc54zTbUngkg"
      },
      "outputs": [],
      "source": [
        "test_predictions = final_model_resnet50.predict(test_images)\n",
        "test_predictions_inverse = lb.inverse_transform(test_predictions)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "R0C4tKoxnhEO"
      },
      "outputs": [],
      "source": [
        "test_labels_inverse = lb.inverse_transform(test_labels)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "xyPqPTv9nhKn",
        "outputId": "69daaaad-8a57-4580-c5ed-426bcc53eedf"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "                 precision    recall  f1-score   support\n",
            "\n",
            "          COVID       0.86      0.97      0.91       730\n",
            "   Lung opacity       0.86      0.86      0.86      1175\n",
            "         Normal       0.94      0.88      0.91      2056\n",
            "Viral Pneumonia       0.83      0.99      0.90       272\n",
            "\n",
            "       accuracy                           0.90      4233\n",
            "      macro avg       0.87      0.92      0.90      4233\n",
            "   weighted avg       0.90      0.90      0.90      4233\n",
            "\n"
          ]
        }
      ],
      "source": [
        "print(classification_report(test_labels_inverse, test_predictions_inverse))"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "yvM8tJLInhPK",
        "outputId": "3aca9496-40eb-4856-f594-da5707d191d7"
      },
      "outputs": [
        {
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 1080x864 with 2 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "plt.figure(figsize=(15, 12))\n",
        "cm = confusion_matrix(test_predictions_inverse, test_labels_inverse)\n",
        "df_cm = pd.DataFrame(cm, index = [i for i in lb.classes_],\n",
        "                  columns = [i for i in lb.classes_])\n",
        "sns.set(font_scale=1.4)\n",
        "sns.heatmap(df_cm, annot=True, annot_kws={\"size\": 16}, fmt='g') \n",
        "plt.show()"
      ]
    }
  ],
  "metadata": {
    "accelerator": "GPU",
    "colab": {
      "collapsed_sections": [
        "AV8-3APKNa77",
        "9zEKd-P1Neyj",
        "ySrBBJ9qNiwD",
        "-R3Vbey1NqI3",
        "eOOHReo9Ru3l"
      ],
      "machine_shape": "hm",
      "name": "Copy of ResNet50_4_classes_without_augmentation.ipynb",
      "provenance": [],
      "toc_visible": true
    },
    "kernelspec": {
      "display_name": "Python 3",
      "language": "python",
      "name": "python3"
    },
    "language_info": {
      "codemirror_mode": {
        "name": "ipython",
        "version": 3
      },
      "file_extension": ".py",
      "mimetype": "text/x-python",
      "name": "python",
      "nbconvert_exporter": "python",
      "pygments_lexer": "ipython3",
      "version": "3.8.5"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}