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Human Library

AI-powered 3D Face Detection & Rotation Tracking, Face Description & Recognition,
Body Pose Tracking, 3D Hand & Finger Tracking, Iris Analysis,
Age & Gender & Emotion Prediction, Gaze Tracking, Gesture Recognition, Body Segmentation

JavaScript module using TensorFlow/JS Machine Learning library

• Browser:
  Compatible with both desktop and mobile platforms
  Compatible with CPU, WebGL, WASM backends
  Compatible with WebWorker execution
• NodeJS:
  Compatible with both software tfjs-node and
  GPU accelerated backends tfjs-node-gpu using CUDA libraries

Demos

• List of all Demo applications
• Live: Main Application
• Live: Face Extraction, Description, Identification and Matching
• Live: Face Extraction and 3D Rendering
• Live: Multithreaded Detection Showcasing Maximum Performance
• Live: VR Model with Head, Face, Eye, Body and Hand tracking
• Examples galery

Project pages

• Code Repository
• NPM Package
• Issues Tracker
• TypeDoc API Specification
• Change Log
• Current To-do List

Wiki pages

• Home
• Installation
• Usage & Functions
• Configuration Details
• Output Details
• Caching & Smoothing
• Face Recognition & Face Description
• Gesture Recognition
• Common Issues
• Background and Benchmarks

Additional notes

• Comparing Backends
• Development Server
• Build Process
• Adding Custom Modules
• Performance Notes
• Performance Profiling
• Platform Support
• Diagnostic and Performance trace information
• Dockerize Human applications
• List of Models & Credits
• Models Download Repository
• Security & Privacy Policy
• License & Usage Restrictions

See issues and discussions for list of known limitations and planned enhancements

Suggestions are welcome!

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Human library is written in TypeScript 4.4
Conforming to JavaScript ECMAScript version 2020 standard
Build target is JavaScript EMCAScript version 2018