# 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
- Unify score/confidence variables

## Explore Models

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

## In Progress

- Face rotation interpolation
- Object detection interpolation

## Issues

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