mirror of https://github.com/vladmandic/human
48 lines
1.4 KiB
Markdown
48 lines
1.4 KiB
Markdown
# To-Do list for Human library
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## Work in Progress
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<br>
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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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- Add global model cache hander using indexdb in browser environments
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see `config.cacheModels` setting for details
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- Add additional demos
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`human-motion` and `human-avatar`
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- Updated samples image gallery
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- Fix face box detections when face is partially occluded
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- Fix face box scaling
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- Fix hand tracking when hand is in front of face
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- Fix compatibility with `ElectronJS`
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- Fix interpolation for some body keypoints
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- Updated blazepose calculations
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- Changes to blazepose and handlandmarks annotations
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- Strong typing for string enums
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- Updated `TFJS`
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