@@ -363,49 +363,123 @@ Learn the basics of fastdup through interactive examples. View the notebooks on
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</table >
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+ ## Data Loading
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+ This notebooks in this section shows how you can load data from various sources and analyze them with fastdup.
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+
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+ <table >
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+ <tr>
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+ <td rowspan="4" width="160">
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+ <a href="https://visual-layer.readme.io/docs/">
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+ <img src="./gallery/hf_thumbnail.jpg" width="200" />
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+ </a>
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+ </td>
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+ <td rowspan="4"><b>🤗 Hugging Face Datasets:</b> Load and analyze datasets from <a href="https://huggingface.co/datasets">Hugging Face Datasets</a>. Perfect if you already have a dataset hosted on Hugging Face hub.</td>
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+ <td align="center" width="80">
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+ <a href="https://nbviewer.org/github/visual-layer/fastdup/blob/main/examples/analyzing-hf-datasets.ipynb">
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+ <img src="./gallery/nbviewer_logo.png" height="30" />
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+ </a>
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+ </td>
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+ </tr>
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+ <tr>
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+ <td align="center">
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+ <a href="https://github.com/visual-layer/fastdup/blob/main/examples/analyzing-hf-datasets.ipynb">
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+ <img src="./gallery/github_logo.png" height="25" />
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+ </a>
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+ </td>
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+ </tr>
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+ <tr>
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+ <td align="center">
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+ <a href="https://colab.research.google.com/github/visual-layer/fastdup/blob/main/examples/analyzing-hf-datasets.ipynb">
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+ <img src="./gallery/colab_logo.png" height="20" />
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+ </a>
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+ </td>
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+ </tr>
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+ <tr>
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+ <td align="center">
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+ <a href="https://kaggle.com/kernels/welcome?src=https://github.com/visual-layer/fastdup/blob/main/examples/analyzing-hf-datasets.ipynb">
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+ <img src="./gallery/kaggle_logo.png" height="25" />
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+ </a>
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+ </td>
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+ </tr>
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+ <!-- ------------------------------------------------------------------- -->
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+ <tr>
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+ <td rowspan="4" width="160">
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+ <a href="https://visual-layer.readme.io/docs/">
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+ <img src="./gallery/ninja_thumbnail.jpg" width="200" />
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+ </a>
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+ </td>
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+ <td rowspan="4"><b>🏆 Kaggle:</b> Load and analyze any computer vision datasets from <a href="https://kaggle.com">Kaggle</a>. Get ahead of your competition with data insights.</td>
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+ <td align="center" width="80">
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+ <a href="https://nbviewer.org/github/visual-layer/fastdup/blob/main/examples/analyzing-kaggle-datasets.ipynb">
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+ <img src="./gallery/nbviewer_logo.png" height="30" />
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+ </a>
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+ </td>
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+ </tr>
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+ <tr>
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+ <td align="center">
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+ <a href="https://github.com/visual-layer/fastdup/blob/main/examples/analyzing-kaggle-datasets.ipynb">
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+ <img src="./gallery/github_logo.png" height="25" />
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+ </a>
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+ </td>
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+ </tr>
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+ <tr>
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+ <td align="center">
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+ <a href="https://colab.research.google.com/github/visual-layer/fastdup/blob/main/examples/analyzing-kaggle-datasets.ipynb">
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+ <img src="./gallery/colab_logo.png" height="20" />
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+ </a>
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+ </td>
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+ </tr>
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+ <tr>
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+ <td align="center">
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+ <a href="https://kaggle.com/kernels/welcome?src=https://github.com/visual-layer/fastdup/blob/main/examples/analyzing-kaggle-datasets.ipynb">
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+ <img src="./gallery/kaggle_logo.png" height="25" />
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+ </a>
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+ </td>
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+ </tr>
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+ <!-- ------------------------------------------------------------------- -->
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+ <tr>
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+ <td rowspan="4" width="160">
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+ <a href="https://visual-layer.readme.io/docs/">
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+ <img src="./gallery/universe_thumbnail.jpg" width="200" />
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+ </a>
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+ </td>
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+ <td rowspan="4"><b>🌎 Roboflow Universe:</b> Load and analyze any computer vision datasets from <a href="https://universe.roboflow.com/">Roboflow Universe</a>. Analyze any of the 200,000 datasets on Roboflow Universe.</td>
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+ <td align="center" width="80">
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+ <a href="https://nbviewer.org/github/visual-layer/fastdup/blob/main/examples/analyzing-roboflow-datasets.ipynb">
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+ <img src="./gallery/nbviewer_logo.png" height="30" />
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+ </a>
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+ </td>
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+ </tr>
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+ <tr>
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+ <td align="center">
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+ <a href="https://github.com/visual-layer/fastdup/blob/main/examples/analyzing-roboflow-datasets.ipynb">
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+ <img src="./gallery/github_logo.png" height="25" />
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+ </a>
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+ </td>
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+ </tr>
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+ <tr>
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+ <td align="center">
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+ <a href="https://colab.research.google.com/github/visual-layer/fastdup/blob/main/examples/analyzing-roboflow-datasets.ipynb">
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+ <img src="./gallery/colab_logo.png" height="20" />
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+ </a>
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+ </td>
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+ </tr>
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+ <tr>
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+ <td align="center">
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+ <a href="https://kaggle.com/kernels/welcome?src=https://github.com/visual-layer/fastdup/blob/main/examples/analyzing-roboflow-datasets.ipynb">
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+ <img src="./gallery/kaggle_logo.png" height="25" />
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+ </a>
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+ </td>
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+ </tr>
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+ <!-- ------------------------------------------------------------------- -->
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+ </table >
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+
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## Exciting New Features
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> ** Note** : We're happy to announce new features are out from beta testing and now available to the public, completely free of charge! We invite you to try them out and provide us with your valuable [ feedback] ( https://visualdatabase.slack.com/join/shared_invite/zt-19jaydbjn-lNDEDkgvSI1QwbTXSY6dlA#/shared-invite/email ) !
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<table >
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- <tr >
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- <td rowspan="4" width="160">
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- <a href="https://visual-layer.readme.io/docs/objects-and-bounding-boxes">
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- <img src="./gallery/hf_thumbnail.jpg" width="200">
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- </a>
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- </td>
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- <td rowspan="4">
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- <b>🤗 Analyze Hugging Face Datasets:</b> Load and analyze datasets from <a href="https://huggingface.co/datasets">Hugging Face Datasets</a>. Perfect if you already have a dataset hosted on Hugging Face hub.
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- </td>
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- <td align="center" width="80">
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- <a href="https://nbviewer.org/github/visual-layer/fastdup/blob/main/examples/analyzing-hf-datasets.ipynb">
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- <img src="./gallery/nbviewer_logo.png" height="30">
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- </a>
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- </td>
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- </tr >
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- <tr >
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- <td align="center">
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- <a href="https://github.com/visual-layer/fastdup/blob/main/examples/analyzing-hf-datasets.ipynb">
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- <img src="./gallery/github_logo.png" height="25">
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- </a>
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- </td>
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- </tr >
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- <tr >
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- <td align="center">
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- <a href="https://colab.research.google.com/github/visual-layer/fastdup/blob/main/examples/analyzing-hf-datasets.ipynb">
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- <img src="./gallery/colab_logo.png" height="20">
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- </a>
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- </td>
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- </tr >
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- <tr >
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- <td align="center">
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- <a href="https://kaggle.com/kernels/welcome?src=https://github.com/visual-layer/fastdup/blob/main/examples/analyzing-hf-datasets.ipynb">
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- <img src="./gallery/kaggle_logo.png" height="25">
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- </a>
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- </td>
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- </tr >
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- <!-- ------------------------------------------------------------------- -->
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<tr >
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<td rowspan="4" width="160">
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<a href="https://visual-layer.readme.io/docs/getting-started">
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