2021-03-03 18:04:59 +01:00
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# To-Do list for Human library
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2021-06-05 22:13:41 +02:00
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## Work in Progress
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2021-04-25 19:16:04 +02:00
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2021-09-22 22:00:43 +02:00
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<br>
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2021-10-22 15:48:27 +02:00
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### Exploring
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2021-09-26 16:09:30 +02:00
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2021-11-16 19:07:44 +01:00
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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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2021-10-19 13:58:51 +02:00
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- Body segmentation: `robust-video-matting`
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2021-09-26 16:09:30 +02:00
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<br><hr><br>
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2021-07-31 13:43:50 +02:00
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2021-08-12 15:31:16 +02:00
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## Known Issues
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2021-07-31 13:43:50 +02:00
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2021-10-29 21:55:20 +02:00
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#### WebGPU
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Experimental support only until support is officially added in Chromium
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2021-11-16 19:07:44 +01:00
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2021-07-31 13:43:50 +02:00
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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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2021-08-12 15:31:16 +02:00
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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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2021-07-31 13:43:50 +02:00
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2021-10-19 13:58:51 +02:00
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<br><hr><br>
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2021-11-09 20:37:50 +01:00
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2021-11-16 19:07:44 +01:00
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## Pending Release Notes
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2021-11-09 20:37:50 +01:00
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2022-01-17 17:03:21 +01:00
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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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