mirror of https://github.com/vladmandic/human
1.3 KiB
1.3 KiB
To-Do list for Human library
Work in Progress
Release 2.7:
- add MediaPipe FaceMesh attention model
model is available in @vladmandic/human-models repository
to enable, setconfig.face.attention = true
model replaces iris and eyes keypoints with high-detailed ones
and adds additional keypoints for lips - changed default face crop from 120% to 140%
to better utilize caching between frames - refactor draw methods into separate modules
- add ElectronJS demo
see https://github.com/vladmandic/human-electron - update build platform and dependencies
Exploring
- Optical flow: https://docs.opencv.org/3.3.1/db/d7f/tutorial_js_lucas_kanade.html
- Advanced histogram equalization: Adaptive, Contrast Limited, CLAHE
- TFLite models: https://js.tensorflow.org/api_tflite/0.0.1-alpha.4/
- Body segmentation:
robust-video-matting
Known Issues
WebGPU
Experimental support only until support is officially added in Chromium
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