mirror of https://github.com/vladmandic/human
1.1 KiB
1.1 KiB
To-Do list for Human library
Work in Progress
Exploring
- Optical Flow: https://docs.opencv.org/3.3.1/db/d7f/tutorial_js_lucas_kanade.html
- Histogram Equalization: Regular, Adaptive, Contrast Limited, CLAHE
- TFLite Models: https://js.tensorflow.org/api_tflite/0.0.1-alpha.4/
- Body segmentation:
robust-video-matting - TFJS incompatibility with latest
long.js5.0.0 due to CJS to ESM switch
Known Issues
WebGPU
Experimental support only until support is officially added in Chromium
- Performance issues: https://github.com/tensorflow/tfjs/issues/5689
Face Detection
Enhanced rotation correction for face detection is not working in NodeJS due to missing kernel op in TFJS
Feature is automatically disabled in NodeJS without user impact
- Backend NodeJS missing kernel op
RotateWithOffset
https://github.com/tensorflow/tfjs/issues/5473
Body Detection
MoveNet MultiPose model does not work with WASM backend due to missing F32 broadcast implementation
- Backend WASM missing F32 broadcat implementation
https://github.com/tensorflow/tfjs/issues/5516