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To-Do list for Human library

Big Ticket Items

N/A

Exploring Features

Implement demo as installable PWA with model caching
Implement results interpolation on library level instead inside draw functions
Switch to TypeScript 4.3

Explore Models

InsightFace: RetinaFace detector and ArcFace recognition: https://github.com/deepinsight/insightface

In Progress

Face rotation interpolation
Object detection interpolation
Unify score/confidence variables

Issues

CenterNet WebGL: https://github.com/tensorflow/tfjs/issues/5145
CenterNet WASM: https://github.com/tensorflow/tfjs/issues/5110
NanoDet WASM: https://github.com/tensorflow/tfjs/issues/4824
BlazeFace and HandPose rotation in NodeJS: https://github.com/tensorflow/tfjs/issues/4066
TypeDoc with TS 4.3: https://github.com/TypeStrong/typedoc/issues/1589