sign language recognition

Step to run the code

1. Set the directory in each code, then run the program in the order as below.
2. LoadData.py has function to copy video dataset from WLASL dataset into target folder
3. ExtractTheKeypoint.py uses to extract the keypoint from video dataset, write on csv the video name, total extracted frames and the action labels
4. LoadExtractedKeypoint.py has function to load the data and save into .npy
5. Run the classification algorithm such as Sign_language_GRUDropout.py, Sign_language_BiGRUDropout.py, ReservoirRewriteMulti_withoutOptunaEdit.py, etc

dataset

It can be accessed on https://dxli94.github.io/WLASL/