Sadam1195/human

Human: 3D Face Detection, Body Pose, Hand & Finger Tracking, Iris Tracking and Age & Gender Prediction

Human Library

3D Face Detection, Face Embedding & Recognition, Body Pose Tracking, Hand & Finger Tracking, Iris Analysis, Age & Gender & Emotion Prediction & Gesture Recognition

Project pages:

• Live Demo
• Code Repository
• NPM Package
• Issues Tracker
• Change Log

Wiki pages:

• Home
• Demos
• Installation
• Usage & Functions
• Configuration Details
• Output Details
• Face Embedding and Recognition
• Gesture Recognition

Additional notes:

• Notes on Backends
• Development Server
• Build Process
• Performance Notes
• Performance Profiling
• Platform Support
• List of Models & Credits

Compatible with Browser, WebWorker and NodeJS execution on both Windows and Linux

• Browser/WebWorker: Compatible with CPU, WebGL, WASM and WebGPU backends
• NodeJS: Compatible with software tfjs-node and CUDA accelerated backends tfjs-node-gpu
• (and maybe with React-Native as it doesn't use any DOM objects)

This is a pre-release project, see issues for list of known limitations and planned enhancements

Suggestions are welcome!

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Options

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Examples

Using static images:

Using webcam: