# To-Do list for Human library
## Work-in-Progress
N/A
## Exploring
- **Optical flow** for intelligent temporal interpolation
- **CLAHE** advanced histogram equalization for optimization of badly lit scenes
- **TFLite** models
- **Principal Components Analysis** for reduction of descriptor complexity
- **Temporal guidance** for face/body segmentation
## Known Issues
### Face with Attention
`FaceMesh-Attention` is not supported when using `WASM` backend due to missing kernel op in **TFJS**
### Object Detection
`NanoDet` model is not supported when using `WASM` backend due to missing kernel op in **TFJS**
### WebGPU
Experimental support only until support is officially added in Chromium
Enable via
### 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
- New methods [`human.webcam.*`](https://vladmandic.github.io/human/typedoc/classes/WebCam.html)
Enables built-in configuration and control of **WebCam** streams
- New method [`human.video()`](https://vladmandic.github.io/human/typedoc/classes/Human.html#video)
Runs continous detection of an input **video**
instead of processing each frame manually using `human.detect()`
- New simple demo [*Live*](https://vladmandic.github.io/human/demo/video/index.html) | [*Code*](https://github.com/vladmandic/human/blob/main/demo/video/index.html)
*Full HTML and JavaScript code in less than a screen*
- New advanced demo using **BabylonJS and VRM** [*Live*](https://vladmandic.github.io/human-bjs-vrm) | [*Code*](https://github.com/vladmandic/human-bjs-vrm)
- Update **TypeDoc** generation [*Link*](https://vladmandic.github.io/human/typedoc)
- Update **TypeDefs** bundle generation [*Link*](https://github.com/vladmandic/human/blob/main/types/human.d.ts)
No external dependencies
- Fix model caching when using web workers
- Fix `face.rotation` when using interpolation
- Improve NodeJS resolver when using ESM
- Update demo `demo/typescript`
- Update demo `demo/faceid`
- Update demo `demo/nodejs/process-folder.js`
and re-process `/samples` [*Link*](https://vladmandic.github.io/human/samples)