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]