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

Go to file

Vladimir Mandic db3e5da390 update		2021-03-03 12:10:44 -05:00
.github	Create codeql-analysis.yml	2021-02-08 13:29:58 -05:00
assets	update to tfjs 3.2.0	2021-02-25 07:50:13 -05:00
demo	fine tuning age and face models	2021-03-03 09:59:04 -05:00
dist	update	2021-03-03 10:00:14 -05:00
models	added faceboxes alternative model	2021-02-06 17:41:53 -05:00
server	fine tuning age and face models	2021-03-03 09:59:04 -05:00
src	fine tuning age and face models	2021-03-03 09:59:04 -05:00
types	fine tuning age and face models	2021-03-03 09:59:04 -05:00
wiki@55e854ea92	update	2021-03-03 10:00:14 -05:00
.eslintrc.json	update lint rules	2021-02-13 09:21:48 -05:00
.gitignore	major work on body module	2020-12-16 18:36:24 -05:00
.gitmodules	updated wiki	2020-11-07 09:42:54 -05:00
.markdownlint.json	fine tuning age and face models	2021-03-03 09:59:04 -05:00
CODE_OF_CONDUCT	update default github docs	2021-02-08 13:20:37 -05:00
CONTRIBUTING	update default github docs	2021-02-08 13:20:37 -05:00
LICENSE	Initial commit	2020-10-11 19:14:20 -04:00
README.md	update	2021-03-03 12:10:44 -05:00
SECURITY.md	Create SECURITY.md	2021-02-08 13:28:32 -05:00
TODO.md	add todo list	2021-03-03 12:04:59 -05:00
config.js	fine tuning age and face models	2021-03-03 09:59:04 -05:00
favicon.ico	refactored package file layout	2020-10-17 06:30:00 -04:00
human.service	update tfjs to 3.1.0	2021-02-17 10:22:38 -05:00
manifest.webmanifest	menu fixes	2021-02-08 13:07:49 -05:00
package-lock.json	0.30.6	2021-03-03 09:59:31 -05:00
package.json	0.30.6	2021-03-03 09:59:31 -05:00
tsconfig.json	updated typings	2021-02-08 12:47:38 -05:00

README.md

Human Library

3D Face Detection, Face Embedding & Recognition,

Body Pose Tracking, Hand & Finger Tracking,

Iris Analysis, Age & Gender & Emotion Prediction

& Gesture Recognition

Native JavaScript module using TensorFlow/JS Machine Learning library
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

Project pages:

Wiki pages:

Additional notes:

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

Suggestions are welcome!

Options

Examples

Using static images:

Using webcam: