|
12 | 12 | <img src=https://img.shields.io/github/downloads/DefTruth/lite.ai.toolkit/total?color=ccf&label=downloads&logo=github&logoColor=lightgrey >
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13 | 13 | </div>
|
14 | 14 |
|
15 |
| -🛠**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). |
| 15 | +🛠**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). |
16 | 16 |
|
17 | 17 | <div align='center'>
|
18 | 18 | <img src='https://github.com/DefTruth/lite.ai.toolkit/assets/31974251/5b28aed1-e207-4256-b3ea-3b52f9e68aed' height="80px" width="80px">
|
|
27 | 27 | </div>
|
28 | 28 |
|
29 | 29 | ## News 👇👇
|
30 |
| -Most of my time now is focused on **LLM/VLM** Inference. Please check 📖[Awesome-LLM-Inference](https://github.com/DefTruth/Awesome-LLM-Inference) , 📖[Awesome-SD-Inference](https://github.com/DefTruth/Awesome-SD-Inference)  and 📖[CUDA-Learn-Notes](https://github.com/DefTruth/CUDA-Learn-Notes)  for more details. |
| 30 | +Most of my time now is focused on **LLM/VLM** Inference. Please check 📖[Awesome-LLM-Inference](https://github.com/DefTruth/Awesome-LLM-Inference) , 📖[Awesome-SD-Inference](https://github.com/DefTruth/Awesome-SD-Inference)  and 📖[CUDA-Learn-Notes](https://github.com/DefTruth/CUDA-Learn-Notes)  for more details. Now, [lite.ai.toolkit](https://github.com/DefTruth/lite.ai.toolkit)  is mainly maintained by 🎉[@wangzijian1010](https://github.com/wangzijian1010). |
31 | 31 |
|
| 32 | +## Citations 🎉🎉 |
| 33 | +```BibTeX |
| 34 | +@misc{lite.ai.toolkit@2021, |
| 35 | + title={lite.ai.toolkit: A lite C++ toolkit of awesome AI models.}, |
| 36 | + url={https://github.com/DefTruth/lite.ai.toolkit}, |
| 37 | + note={Open-source software available at https://github.com/DefTruth/lite.ai.toolkit}, |
| 38 | + author={DefTruth, wangzijian1010 etc}, |
| 39 | + year={2021} |
| 40 | +} |
| 41 | +``` |
32 | 42 |
|
33 | 43 | <!--
|
34 | 44 | <div align='center'>
|
@@ -217,8 +227,7 @@ generate_bboxes num: 48
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217 | 227 |
|
218 | 228 | <div id="lite.ai.toolkit-Supported-Models-Matrix"></div>
|
219 | 229 |
|
220 |
| -<!-- |
221 |
| -
|
| 230 | +<!-- |
222 | 231 | <details>
|
223 | 232 | <summary> 🔑️ Supported Models Matrix!Click here! </summary>
|
224 | 233 | -->
|
@@ -334,8 +343,7 @@ generate_bboxes num: 48
|
334 | 343 | | [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) | ✅ | ✅ | ✅ | ✅ | ✅ | ✔️ | ✔️ | ❔ |
|
335 | 344 | | [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) | ✅ | / | / | / | / | ✔️ | ✔️ | ❔ |
|
336 | 345 |
|
337 |
| -<!-- |
338 |
| -
|
| 346 | +<!-- |
339 | 347 | </details>
|
340 | 348 | -->
|
341 | 349 |
|
@@ -413,10 +421,8 @@ The pretrained and converted ONNX files provide by lite.ai.toolkit are listed as
|
413 | 421 |
|
414 | 422 | <div id="lite.ai.toolkit-Examples-for-Lite.AI.ToolKit"></div>
|
415 | 423 |
|
416 |
| -<!--- |
417 | 424 | <details>
|
418 | 425 | <summary> 🔑️ More Examples!Click here! </summary>
|
419 |
| ----> |
420 | 426 |
|
421 | 427 | ## 🔑️ More Examples.
|
422 | 428 |
|
@@ -1094,19 +1100,21 @@ More classes for face parsing (hair, eyes, nose, mouth, others)
|
1094 | 1100 | auto *segment = new lite::cv::segmentation::FaceParsingBiSeNet(onnx_path); // 50Mb
|
1095 | 1101 | auto *segment = new lite::cv::segmentation::FaceParsingBiSeNetDyn(onnx_path); // Dynamic Shape Inference.
|
1096 | 1102 | ```
|
1097 |
| - |
1098 |
| -<!--- |
1099 | 1103 | </details>
|
1100 |
| ----> |
1101 | 1104 |
|
1102 |
| -## Citations 🎉🎉 |
1103 |
| -```BibTeX |
1104 |
| -@misc{lite.ai.toolkit@2021, |
1105 |
| - title={lite.ai.toolkit: A lite C++ toolkit of awesome AI models.}, |
1106 |
| - url={https://github.com/DefTruth/lite.ai.toolkit}, |
1107 |
| - note={Open-source software available at https://github.com/DefTruth/lite.ai.toolkit}, |
1108 |
| - author={DefTruth, wangzijian1010 etc}, |
1109 |
| - year={2021} |
1110 |
| -} |
1111 |
| -``` |
| 1105 | +## ©️License |
| 1106 | +GNU General Public License v3.0 |
| 1107 | + |
| 1108 | +## 🎉Contribute |
| 1109 | +Please consider ⭐ this repo if you like it, as it is the simplest way to support me. |
| 1110 | + |
| 1111 | +<div align='center'> |
| 1112 | +<a href="https://star-history.com/#DefTruth/lite.ai.toolkit&Date"> |
| 1113 | + <picture align='center'> |
| 1114 | + <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/svg?repos=DefTruth/lite.ai.toolkit&type=Date&theme=dark" /> |
| 1115 | + <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/svg?repos=DefTruth/lite.ai.toolkit&type=Date" /> |
| 1116 | + <img width=450 height=300 alt="Star History Chart" src="https://api.star-history.com/svg?repos=DefTruth/lite.ai.toolkit&type=Date" /> |
| 1117 | + </picture> |
| 1118 | +</a> |
| 1119 | +</div> |
1112 | 1120 |
|
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