# Human Library

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

<br>

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*  

<br>

### Project pages:

- [**Live Demo**](https://vladmandic.github.io/human/demo/index.html)
- [**Code Repository**](https://github.com/vladmandic/human)
- [**NPM Package**](https://www.npmjs.com/package/@vladmandic/human)
- [**Issues Tracker**](https://github.com/vladmandic/human/issues)
- [**Change Log**](https://github.com/vladmandic/human/wiki/Change-Log)

<br>

### Wiki pages:

- [**Home**](https://github.com/vladmandic/human/wiki)
- [**Demos**](https://github.com/vladmandic/human/wiki/Demos)
- [**Installation**](https://github.com/vladmandic/human/wiki/Install)
- [**Usage & Functions**](https://github.com/vladmandic/human/wiki/Usage)
- [**Configuration Details**](https://github.com/vladmandic/human/wiki/Configuration)
- [**Output Details**](https://github.com/vladmandic/human/wiki/Outputs)
- [**Face Embedding and Recognition**](https://github.com/vladmandic/human/wiki/Embedding)
- [**Gesture Recognition**](https://github.com/vladmandic/human/wiki/Gesture)

<br>

### Additional notes:

- [**Notes on Backends**](https://github.com/vladmandic/human/wiki/Backends)
- [**Development Server**](https://github.com/vladmandic/human/wiki/Development-Server)
- [**Build Process**](https://github.com/vladmandic/human/wiki/Build-Process)
- [**Performance Notes**](https://github.com/vladmandic/human/wiki/Performance)
- [**Performance Profiling**](https://github.com/vladmandic/human/wiki/Profiling)
- [**Platform Support**](https://github.com/vladmandic/human/wiki/Platforms)
- [**List of Models & Credits**](https://github.com/vladmandic/human/wiki/Models)

And my quick future-looking [**To-do list**](https://github.com/vladmandic/human/wiki/TODO.md)

<br>

*See [issues](https://github.com/vladmandic/human/issues?q=) and [discussions](https://github.com/vladmandic/human/discussions) for list of known limitations and planned enhancements*  

*Suggestions are welcome!*  

<br><hr><br>

## Options ##

![Options visible in demo](assets/screenshot-menu.png)

<br><hr><br>

## Examples

<br>

**Using static images:**  

![Example Using Image](assets/screenshot1.jpg)

<br>

**Using webcam:**  

![Example Using WebCam](assets/screenshot2.jpg)