mirror of https://github.com/vladmandic/human
48 lines
1.2 KiB
Markdown
48 lines
1.2 KiB
Markdown
# To-Do list for Human library
|
|
|
|
## Work-in-Progress
|
|
|
|
N/A
|
|
|
|
<hr><br>
|
|
|
|
## 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>
|
|
|
|
<hr><br>
|
|
|
|
## 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`
|
|
|
|
<hr><br>
|
|
|
|
## Pending Release Changes
|
|
|
|
- Enable model cache when using web workers
|
|
- Improve NodeJS resolver when using ESM
|