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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2021-11-05 20:09:54 +01:00
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- TFJS incompatibility with latest `long.js` 5.0.0 due to CJS to ESM switch
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2021-10-19 13:58:51 +02:00
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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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2021-10-29 21:55:20 +02:00
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- Performance issues:
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<https://github.com/tensorflow/tfjs/issues/5689>
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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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New:
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2021-11-18 16:10:06 +01:00
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- Demo `demos/faceid` that utilizes multiple algorithm to validate input before triggering face recognition
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- Type definitions rollup for `Human` and `TFJS`
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- Optional module `liveness`
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2021-11-09 20:37:50 +01:00
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checks if input appears to be a real-world live image or a recording
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2021-11-18 16:10:06 +01:00
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best used together with module `antispoofing` that checks if input appears to have a realistic face
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- Face masking option in `face.config.detector.mask`
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2021-11-13 23:26:19 +01:00
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result is shading of face image outside of face area which is useful for increased sensitivity of other modules that rely on detected face as input
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2021-11-18 16:10:06 +01:00
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- Face crop option in `face.config.detector.cropFactor`
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2021-11-13 23:26:19 +01:00
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result is user-definable fine-tuning for other modules that rely on detected face as input
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2021-11-11 17:30:55 +01:00
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Other:
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2021-11-18 16:10:06 +01:00
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- Documentation overhaul
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2021-11-11 17:30:55 +01:00
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- Improved **Safari** compatibility
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2021-11-11 23:02:32 +01:00
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- Improved `similarity` and `match` score range normalization
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2021-11-14 17:22:52 +01:00
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- Improved error handling
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2021-11-15 15:26:38 +01:00
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- Improved VSCode out-of-the-box experience
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- Fix for optional `gear`, `ssrnet`, `mobilefacenet` modules
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- Fix for Firefox WebGPU compatibility issue
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2021-11-23 16:40:40 +01:00
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- Fix face detect box scale and rotation
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- Fix body interpolation
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- Updated `blazepose` implementation
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