Human: 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

age-estimation body-segmentation body-tracking emotion-detection face-detection face-matching face-mesh face-position face-recognition faceid gaze-tracking gender-prediction gesture-recognition hand-tracking iris-tracking tensorflowjs tfjs

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README.md

Human Library

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

Project pages:

Wiki pages:

Additional notes:

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)

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

Suggestions are welcome!

Options

Examples

Using static images:

Using webcam: