hand-sign-recognition

A sign language interpreter using live video feed from the camera.

Technologies and Tools

Use comand promt to setup environment by using install_packages.txt and install_packages_gpu.txt files.

pip3 install -r requirements.txt

This will help you in installing all the libraries required for the project.

Run collect-data.py to set the hand histogram for creating gestures.
Train the model using Keras by running train.py.
Run predict.py. This will open up the gesture recognition window which will use your webcam to interpret the trained Indian Sign Language gestures.