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SignVision (SLR for 3 classes currently)

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

Installation

  1. Clone the repository
git clone
  1. Install the required libraries within the virtual environment
pip install -r requirements.txt
  1. Run the main.py file
python app.py
  1. Visualize logs using tensorboard
tensorboard --logdir=Logs/
  1. To train the model, use the training.ipynb notebook