Please download the dataset here

. .bashrc

conda env create -f env.yml

conda activate slr

python cut_frames.py --pathIn=the path of the directory that contains videos --pathOut=the path of the directory where you would like to save the frames

python extract_body_keypoints.py --pathIn=path to the folder that contains the frames --pathOut=path to the files where you'd like to save the extracted keypoint data

python extract_hand_keypoints.py --pathIn=path to the folder that contains the frames --pathOut=path to the files where you'd like to save the extracted keypoint data

python load_data.py --pathH = path to the hand keypoints file --pathB = path to the body keypoints file --path_dataset = path to the file where you'd like to save the pickled dataset

python model.py --pathDataset=path to the file where the pickled dataset is saved