mirror of https://github.com/vladmandic/human
39 lines
1.2 KiB
Markdown
39 lines
1.2 KiB
Markdown
# To-Do list for Human library
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## Work in Progress
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### Exploring
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- Optical flow: <https://docs.opencv.org/3.3.1/db/d7f/tutorial_js_lucas_kanade.html>
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- Advanced histogram equalization: Adaptive, Contrast Limited, CLAHE
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- TFLite models: <https://js.tensorflow.org/api_tflite/0.0.1-alpha.4/>
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- Body segmentation: `robust-video-matting`
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<br><hr><br>
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## Known Issues
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#### WebGPU
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Experimental support only until support is officially added in Chromium
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### Face Detection
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Enhanced rotation correction for face detection is not working in NodeJS due to missing kernel op in TFJS
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Feature is automatically disabled in NodeJS without user impact
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- Backend NodeJS missing kernel op `RotateWithOffset`
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<https://github.com/tensorflow/tfjs/issues/5473>
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<br><hr><br>
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## Pending Release Notes
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- Updated **FaceMesh-Landmarks** models
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- Added **FaceMesh-with-Attention** model is disabled by defauls, enable using
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`config.face.mesh.attention = true`
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- If **FaceMesh-with-Attention** model is anbled, Iris model gets disabled
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as its functionality is superseded by attention model
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- Results include more detailed face mesh annotations
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`result.face[].annotations`
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