mirror of https://github.com/vladmandic/human
79 lines
2.6 KiB
Markdown
79 lines
2.6 KiB
Markdown
# Human Library
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### 3D Face Detection, Face Embedding & Recognition,
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### Body Pose Tracking, Hand & Finger Tracking,
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### Iris Analysis, Age & Gender & Emotion Prediction
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### & Gesture Recognition
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<br>
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Native JavaScript module using TensorFlow/JS Machine Learning library
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Compatible with *Browser*, *WebWorker* and *NodeJS* execution on both Windows and Linux
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- Browser/WebWorker: Compatible with *CPU*, *WebGL*, *WASM* and *WebGPU* backends
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- NodeJS: Compatible with software *tfjs-node* and CUDA accelerated backends *tfjs-node-gpu*
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<br>
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### Project pages:
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- [**Live Demo**](https://vladmandic.github.io/human/demo/index.html)
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- [**Code Repository**](https://github.com/vladmandic/human)
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- [**NPM Package**](https://www.npmjs.com/package/@vladmandic/human)
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- [**Issues Tracker**](https://github.com/vladmandic/human/issues)
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- [**Change Log**](https://github.com/vladmandic/human/wiki/Change-Log)
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<br>
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### Wiki pages:
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- [**Home**](https://github.com/vladmandic/human/wiki)
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- [**Demos**](https://github.com/vladmandic/human/wiki/Demos)
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- [**Installation**](https://github.com/vladmandic/human/wiki/Install)
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- [**Usage & Functions**](https://github.com/vladmandic/human/wiki/Usage)
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- [**Configuration Details**](https://github.com/vladmandic/human/wiki/Configuration)
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- [**Output Details**](https://github.com/vladmandic/human/wiki/Outputs)
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- [**Face Embedding and Recognition**](https://github.com/vladmandic/human/wiki/Embedding)
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- [**Gesture Recognition**](https://github.com/vladmandic/human/wiki/Gesture)
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<br>
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### Additional notes:
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- [**Notes on Backends**](https://github.com/vladmandic/human/wiki/Backends)
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- [**Development Server**](https://github.com/vladmandic/human/wiki/Development-Server)
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- [**Build Process**](https://github.com/vladmandic/human/wiki/Build-Process)
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- [**Performance Notes**](https://github.com/vladmandic/human/wiki/Performance)
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- [**Performance Profiling**](https://github.com/vladmandic/human/wiki/Profiling)
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- [**Platform Support**](https://github.com/vladmandic/human/wiki/Platforms)
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- [**List of Models & Credits**](https://github.com/vladmandic/human/wiki/Models)
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And my quick future-looking [**To-do list**](https://github.com/vladmandic/human/wiki/TODO.md)
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<br>
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*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*
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*Suggestions are welcome!*
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<br><hr><br>
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## Options ##
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<br><hr><br>
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## Examples
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<br>
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**Using static images:**
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<br>
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**Using webcam:**
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