2021-03-03 18:04:59 +01:00
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# To-Do list for Human library
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2022-06-02 16:39:53 +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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2022-06-02 16:39:53 +02:00
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N/A
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2021-09-26 16:09:30 +02:00
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2022-06-02 16:39:53 +02:00
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<hr><br>
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2021-10-19 13:58:51 +02:00
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2022-06-02 16:39:53 +02:00
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## Exploring
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2022-09-27 17:51:55 +02:00
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- **Optical flow** for intelligent temporal interpolation
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2022-06-02 16:39:53 +02:00
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<https://docs.opencv.org/3.3.1/db/d7f/tutorial_js_lucas_kanade.html>
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2022-09-27 17:51:55 +02:00
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- **CLAHE** advanced histogram equalization for optimization of badly lit scenes
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- **TFLite** models
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2022-06-02 16:39:53 +02:00
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<https://js.tensorflow.org/api_tflite/0.0.1-alpha.4/>
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2022-09-27 17:51:55 +02:00
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- **Principal Components Analysis** for reduction of descriptor complexity
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<https://github.com/vladmandic/human-match/blob/main/src/pca.js>
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- **Temporal guidance** for face/body segmentation
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2022-06-02 16:39:53 +02:00
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<https://github.com/PeterL1n/RobustVideoMatting>
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<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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2022-07-25 14:33:07 +02:00
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2022-06-02 16:39:53 +02:00
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### Face with Attention
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2021-07-31 13:43:50 +02:00
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2022-08-30 16:28:33 +02:00
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`FaceMesh-Attention` is not supported in browser using `WASM` backend due to missing kernel op in **TFJS**
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### Object Detection
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`NanoDet` model is not supported in in browser using `WASM` backend due to missing kernel op in **TFJS**
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2021-11-16 19:07:44 +01:00
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2022-06-02 16:39:53 +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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Enable via <chrome://flags/#enable-unsafe-webgpu>
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2021-07-31 13:43:50 +02:00
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2022-06-02 16:39:53 +02:00
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### Firefox
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Running in **web workers** requires `OffscreenCanvas` which is still disabled by default in **Firefox**
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Enable via `about:config` -> `gfx.offscreencanvas.enabled`
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<hr><br>
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2021-11-09 20:37:50 +01:00
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2022-06-02 16:39:53 +02:00
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## Pending Release Changes
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2022-07-18 14:22:19 +02:00
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2022-09-17 23:19:51 +02:00
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- New API [`human.video()`](https://vladmandic.github.io/human/typedoc/classes/Human.html#video)
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Runs continous detection of an input video instead of processing each frame manually
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2022-09-21 21:31:17 +02:00
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- New simple demo [*Live*](https://vladmandic.github.io/human/demo/video/index.html)
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- New advanced demo using BabylonJS <https://vladmandic.github.io/human-bjs-vrm>
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2022-09-17 23:19:51 +02:00
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- Enable model cache when using web workers
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2022-09-21 21:31:17 +02:00
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- Fix for `face.rotation` interpolation
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2022-09-17 23:19:51 +02:00
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- Improve NodeJS resolver when using ESM
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2022-09-25 16:15:47 +02:00
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- Update demo `demo/faceid`
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2022-09-19 16:46:11 +02:00
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- Update demo `demo/nodejs/process-folder.js`
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2022-09-21 21:31:17 +02:00
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and re-process `/samples`
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