human/TODO.md

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# 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>
- 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`
<br><hr><br>
## 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>
<br><hr><br>
## Pending Release Notes
- Updated **FaceMesh-Landmarks** models
- Added **FaceMesh-with-Attention** model is disabled by defauls, enable using
`config.face.mesh.attention = true`
- If **FaceMesh-with-Attention** model is anbled, Iris model gets disabled
as its functionality is superseded by attention model
- Results include more detailed face mesh annotations
`result.face[].annotations`