Sign Language Recognition Using OpenCV

Dependencies:

1. Tensorflow

2. Keras

3. OpenCV

Google Colab

Run ROIinOpenCV.py

Pytorch Implementation is given in sign_language_pytorch.ipynb

Read the entire process at:

Name	Name	Last commit message	Last commit date
Latest commit Arshad221b Update README.md May 20, 2023 7f8bce2 · May 20, 2023 History 47 Commits
ASL.ipynb	ASL.ipynb	ASL recognition (MNIST Dataset)	Mar 4, 2019
ASL2.ipynb	ASL2.ipynb	Created using Colaboratory	Mar 5, 2019
ASLwithCNN.ipynb	ASLwithCNN.ipynb	improved accuracy to 94%	Mar 15, 2019
CNNmodel.h5	CNNmodel.h5	Accuracy 94%	Mar 15, 2019
HandHisto.py	HandHisto.py	Skin tone detection	Mar 5, 2019
ISL.py	ISL.py	Image preprocessing OpenCV (Changes required)	Mar 3, 2019
LICENSE	LICENSE	Update LICENSE	May 15, 2023
README.md	README.md	Update README.md	May 20, 2023
ROIinOpenCV.py	ROIinOpenCV.py	FINAL CODE	Mar 31, 2019
_config.yml	_config.yml	Set theme jekyll-theme-midnight	Mar 20, 2019
cnn.py	cnn.py	Add files via upload	Mar 3, 2019
islpaper.pdf	islpaper.pdf	Paper by IITJ	Mar 3, 2019
model.h5	model.h5	Model version 1	Mar 6, 2019
model_weights.h5	model_weights.h5	Trained Model Weights with 70% accuracy	Mar 5, 2019
opencv.py	opencv.py	Final version	Mar 7, 2019
requirements.txt	requirements.txt	Update requirements.txt	Feb 23, 2023
sign_language_pytorch.ipynb	sign_language_pytorch.ipynb	Created using Colaboratory	May 20, 2023