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DefTruth authored Aug 27, 2024
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<img src=https://img.shields.io/github/downloads/DefTruth/lite.ai.toolkit/total?color=ccf&label=downloads&logo=github&logoColor=lightgrey >
</div>

🛠**Lite.Ai.ToolKit**: A lite C++ toolkit of awesome AI models, such as [Object Detection](#lite.ai.toolkit-object-detection), [Face Detection](#lite.ai.toolkit-face-detection), [Face Recognition](#lite.ai.toolkit-face-recognition), [Segmentation](#lite.ai.toolkit-segmentation), [Matting](#lite.ai.toolkit-matting), etc. See [Model Zoo](#lite.ai.toolkit-Model-Zoo) and [ONNX Hub](https://github.com/DefTruth/lite.ai.toolkit/tree/main/docs/hub/lite.ai.toolkit.hub.onnx.md), [MNN Hub](https://github.com/DefTruth/lite.ai.toolkit/tree/main/docs/hub/lite.ai.toolkit.hub.mnn.md), [TNN Hub](https://github.com/DefTruth/lite.ai.toolkit/tree/main/docs/hub/lite.ai.toolkit.hub.tnn.md), [NCNN Hub](https://github.com/DefTruth/lite.ai.toolkit/tree/main/docs/hub/lite.ai.toolkit.hub.ncnn.md).
🛠**Lite.Ai.ToolKit**: A lite C++ toolkit that support many awesome AI models, such as [Object Detection](#lite.ai.toolkit-object-detection), [Face Detection](#lite.ai.toolkit-face-detection), [Face Recognition](#lite.ai.toolkit-face-recognition), [Segmentation](#lite.ai.toolkit-segmentation), [Matting](#lite.ai.toolkit-matting), etc. See [Model Zoo](#lite.ai.toolkit-Model-Zoo) and [ONNX Hub](https://github.com/DefTruth/lite.ai.toolkit/tree/main/docs/hub/lite.ai.toolkit.hub.onnx.md), [MNN Hub](https://github.com/DefTruth/lite.ai.toolkit/tree/main/docs/hub/lite.ai.toolkit.hub.mnn.md), [TNN Hub](https://github.com/DefTruth/lite.ai.toolkit/tree/main/docs/hub/lite.ai.toolkit.hub.tnn.md), [NCNN Hub](https://github.com/DefTruth/lite.ai.toolkit/tree/main/docs/hub/lite.ai.toolkit.hub.ncnn.md).

<div align='center'>
<img src='https://github.com/DefTruth/lite.ai.toolkit/assets/31974251/5b28aed1-e207-4256-b3ea-3b52f9e68aed' height="80px" width="80px">
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</div>

## News 👇👇
Most of my time now is focused on **LLM/VLM** Inference. Please check 📖[Awesome-LLM-Inference](https://github.com/DefTruth/Awesome-LLM-Inference) ![](https://img.shields.io/github/stars/DefTruth/Awesome-LLM-Inference.svg?style=social), 📖[Awesome-SD-Inference](https://github.com/DefTruth/Awesome-SD-Inference) ![](https://img.shields.io/github/stars/DefTruth/Awesome-SD-Inference.svg?style=social) and 📖[CUDA-Learn-Notes](https://github.com/DefTruth/CUDA-Learn-Notes) ![](https://img.shields.io/github/stars/DefTruth/CUDA-Learn-Notes.svg?style=social) for more details.
Most of my time now is focused on **LLM/VLM** Inference. Please check 📖[Awesome-LLM-Inference](https://github.com/DefTruth/Awesome-LLM-Inference) ![](https://img.shields.io/github/stars/DefTruth/Awesome-LLM-Inference.svg?style=social), 📖[Awesome-SD-Inference](https://github.com/DefTruth/Awesome-SD-Inference) ![](https://img.shields.io/github/stars/DefTruth/Awesome-SD-Inference.svg?style=social) and 📖[CUDA-Learn-Notes](https://github.com/DefTruth/CUDA-Learn-Notes) ![](https://img.shields.io/github/stars/DefTruth/CUDA-Learn-Notes.svg?style=social) for more details. Now, [lite.ai.toolkit](https://github.com/DefTruth/lite.ai.toolkit) ![](https://img.shields.io/github/stars/DefTruth/lite.ai.toolkit.svg?style=social) is mainly maintained by 🎉[@wangzijian1010](https://github.com/wangzijian1010).

## Citations 🎉🎉
```BibTeX
@misc{lite.ai.toolkit@2021,
title={lite.ai.toolkit: A lite C++ toolkit of awesome AI models.},
url={https://github.com/DefTruth/lite.ai.toolkit},
note={Open-source software available at https://github.com/DefTruth/lite.ai.toolkit},
author={DefTruth, wangzijian1010 etc},
year={2021}
}
```

<!--
<div align='center'>
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<div id="lite.ai.toolkit-Supported-Models-Matrix"></div>

<!--
<!--
<details>
<summary> 🔑️ Supported Models Matrix!Click here! </summary>
-->
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| [FaceParsingBiSeNet](https://github.com/zllrunning/face-parsing.PyTorch) | 50M | *segmentation* | [demo](https://github.com/DefTruth/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_face_parsing_bisenet.cpp) |||||| ✔️ | ✔️ ||
| [FaceParsingBiSeNetDyn](https://github.com/zllrunning/face-parsing.PyTorch) | 50M | *segmentation* | [demo](https://github.com/DefTruth/lite.ai.toolkit/blob/main/examples/lite/cv/test_lite_face_parsing_bisenet_dyn.cpp) || / | / | / | / | ✔️ | ✔️ ||

<!--
<!--
</details>
-->

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<div id="lite.ai.toolkit-Examples-for-Lite.AI.ToolKit"></div>

<!---
<details>
<summary> 🔑️ More Examples!Click here! </summary>
--->

## 🔑️ More Examples.

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auto *segment = new lite::cv::segmentation::FaceParsingBiSeNet(onnx_path); // 50Mb
auto *segment = new lite::cv::segmentation::FaceParsingBiSeNetDyn(onnx_path); // Dynamic Shape Inference.
```

<!---
</details>
--->

## Citations 🎉🎉
```BibTeX
@misc{lite.ai.toolkit@2021,
title={lite.ai.toolkit: A lite C++ toolkit of awesome AI models.},
url={https://github.com/DefTruth/lite.ai.toolkit},
note={Open-source software available at https://github.com/DefTruth/lite.ai.toolkit},
author={DefTruth, wangzijian1010 etc},
year={2021}
}
```
## ©️License
GNU General Public License v3.0

## 🎉Contribute
Please consider ⭐ this repo if you like it, as it is the simplest way to support me.

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