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To-Do list for Human library

Work-in-Progress


Known Issues & Limitations

Face with Attention

FaceMesh-Attention is not supported when using WASM backend due to missing kernel op in TFJS
No issues with default model FaceMesh

Object Detection

NanoDet model is not supported when using WASM backend due to missing kernel op in TFJS
No issues with default model MB3-CenterNet

Body Detection using MoveNet-MultiPose

Model does not return valid detection scores (all other functionality is not impacted)

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
Details

Safari

No support for running in web workers as Safari still does not support OffscreenCanvas
Details

React-Native

Human support for React-Native is best-effort, but not part of the main development focus


Pending Release Changes

  • add electron detection
  • fix gender-ssrnet-imdb
  • fix movenet-multipose
  • add optional crop values for emotion, description, ssrnet and gear models