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added notes on models

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Vladimir Mandic 2020-11-10 10:22:58 -05:00
parent e48280bd94
commit ca3688663e
2 changed files with 29 additions and 6 deletions
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11
Home.md

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# Human Library
## 3D Face Detection, Body Pose, Hand & Finger Tracking, Iris Tracking,
## Age & Gender Prediction, Emotion Prediction & Gesture Recognition
## 3D Face Detection, Body Pose, Hand & Finger Tracking, Iris Tracking, Age & Gender Prediction, Emotion Prediction & Gesture Recognition
<br>
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- [**Demos**](https://github.com/vladmandic/human/wiki/Demos)
- [**Installation**](https://github.com/vladmandic/human/wiki/Install)
- [**Usage**](https://github.com/vladmandic/human/wiki/Usage)
- [**Backends**](https://github.com/vladmandic/human/wiki/Backends)
- [**Configuration**](https://github.com/vladmandic/human/wiki/Configuration)
- [**Outputs**](https://github.com/vladmandic/human/wiki/Outputs)
- [**Notes on Backends**](https://github.com/vladmandic/human/wiki/Backends)
- [**Gesture Recognition**](https://github.com/vladmandic/human/wiki/Gesture)
- [**Development Server**](https://github.com/vladmandic/human/wiki/Development-Server)
- [**Build Process**](https://github.com/vladmandic/human/wiki/Build-Process)
- [**Profiling**](https://github.com/vladmandic/human/wiki/Profiling)
- [**List of Models**](https://github.com/vladmandic/human/wiki/Models)
- [**Performance Notes**](https://github.com/vladmandic/human/wiki/Performance)
- [**Performance Profiling**](https://github.com/vladmandic/human/wiki/Profiling)
- [**Credits**](https://github.com/vladmandic/human/wiki/Credits)
<br>
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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)
- (and maybe with React-Native as it doesn't use any DOM objects)
<br>

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Models.md Normal file

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## List of all models included in Human library:
<br>
| Model Definition | Definition Size | Weights Size | Weights Name |
| ---------------- | --------------- | ------------ | ------------ |
| 51K | blazeface-front.json | 393K | blazeface-front.bin |
| 78K | blazeface-back.json | 527K | blazeface-back.bin |
| 88K | facemesh.json | 2.9M | facemesh.bin |
| 120K | iris.json | 2.5M | iris.bin |
| 30K | emotion-mini.json | 220K | emotion-mini.bin |
| 18K | emotion-large.json | 802K | emotion-large.bin |
| 93K | age-ssrnet-imdb.json | 158K | age-ssrnet-imdb.bin |
| 93K | age-ssrnet-wiki.json | 158K | age-ssrnet-wiki.bin |
| 92K | gender-ssrnet-imdb.json | 158K | gender-ssrnet-imdb.bin |
| 92K | gender-ssrnet-wiki.json | 158K | gender-ssrnet-wiki.bin |
| 30K | gender.json | 198K | gender.bin |
| 47K | posenet.json | 4.8M | posenet.bin |
| 126K | handdetect.json | 6.8M | handdetect.bin |
| 127K | handskeleton.json | 5.3M | handskeleton.bin |
<br>
*Note: All model definitions JSON files are parsed for human readability*