alexanderdesouza / rps-gesture-recognition

Real-time rock-paper-scissors gesture recognition game.

Rock-Paper-Scissors

This repo contains all the components for the Rock-paper-scissors.

Dependencies

pip install -r requirements.txt
brew install redis

Run

1. Start Redis:

    redis-server
   

2. Start gesture-classification

   Either using a pre-trained color-dependent model

    cd classification
    python classification.py -type vgg
   

   or using a color-independent model using open-cv preprocessing

    cd classification-color-independent
    python recognize.py
   

3. Start flask-server

    cd classification
    python flask_server.py
   

4. Start AI server

    cd ai
    python ai_server_0.py
   

5. Start UI

    cd front-end
    python -m http.server
   

6. Open localhost:8000 in a browser (Chrome).