OpenHands

OpenHands is a gesture recognition system powered by OpenPose, k-nearest neighbours, and local outlier factor. Currently the system can identify thumbs up, peace, palm, and out of distribution hand gestures of right hands.

Video demo

Roadmap

Short term

    * Record more accuracy and performance metrics.

    • Implement github actions testing pipeline.

    • Improve documentation.

Longer term

  • Improve performance
    * KNN approximations.

    • Keypoint dimension reduction.

    • Implement classifier in C.

  • Left hand gesture support.

  • SDK for adding custom gestures.

Author

Paul Treanor

  • Email: [email protected]

GitHub

https://github.com/PaulTreanor/OpenHands

Source: https://pythonawesome.com/a-gesture-recognition-system-with-openpose/