mirror of https://github.com/vladmandic/human
1.2 KiB
1.2 KiB
To-Do list for Human library
Work-in-Progress
N/A
Exploring
- Optical flow for intelligent temporal interpolation
https://docs.opencv.org/3.3.1/db/d7f/tutorial_js_lucas_kanade.html - Advanced histogram equalization for optimization of badly lit scenes
Adaptive, Contrast Limited, CLAHE - TFLite models
https://js.tensorflow.org/api_tflite/0.0.1-alpha.4/ - Body segmentation with temporal analysis
https://github.com/PeterL1n/RobustVideoMatting
Known Issues
Face with Attention
FaceMesh-Attention is not supported in browser using WASM backend due to missing kernel op in TFJS
Object Detection
NanoDet model is not supported in in browser using WASM backend due to missing kernel op in TFJS
WebGPU
Experimental support only until support is officially added in Chromium
Enable via chrome://flags/#enable-unsafe-webgpu
Firefox
Running in web workers requires OffscreenCanvas which is still disabled by default in Firefox
Enable via about:config -> gfx.offscreencanvas.enabled
Pending Release Changes
- Enable model cache when using web workers
- Improve NodeJS resolver when using ESM