POC which detects and recognizes sign language gestures using mediapipe keypoints and a tensorflow based lstm model. GUI is built using tkinter. Currently done for 3 classes:
- Hello
- Thank you
- I love you
- Clone the repository
git clone - Install the required libraries within the virtual environment
pip install -r requirements.txt- Run the main.py file
python app.py- Visualize logs using tensorboard
tensorboard --logdir=Logs/- To train the model, use the
training.ipynbnotebook