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English | ็ฎ€ไฝ“ไธญๆ–‡

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<img src="https://github.com/user-attachments/assets/0b1e3c69-a800-4497-9bad-4332c1ce1ebf" width="100%" /> <div align="center"><strong>Segment Anything 2.1</strong></div> <br>

Open Vision

<div align="center"><strong>Interactive Visual-Text Prompting for Generic Vision Tasks</strong></div> </br>
Tracking by HBB DetectionTracking by OBB Detection
<img src="https://github.com/user-attachments/assets/be67d4f8-eb31-4bb3-887c-d954bb4a5d6d" width="100%" /><img src="https://github.com/user-attachments/assets/d85b1102-124a-4971-9332-c51fd2b1c47b" width="100%" />
Tracking by Instance SegmentationTracking by Pose Estimation
<img src="https://github.com/user-attachments/assets/8d412dc6-62c7-4bb2-9a1e-026448acf2bf" width="100%" /><img src="https://github.com/user-attachments/assets/bab038a7-3023-4097-bdcc-90e5009477c0" width="100%" />

๐Ÿฅณ What's New

<br> <details> <summary>Click to view more news.</summary> </details>

X-AnyLabeling

X-AnyLabeling is a powerful annotation tool that integrates an AI engine for fast and automatic labeling. Itโ€™s designed for visual data engineers, offering industrial-grade solutions for complex tasks.

Features

<img src="https://github.com/user-attachments/assets/c65db18f-167b-49e8-bea3-fcf4b43a8ffd" width="100%" />

Model library

<div align="center">
Object DetectionSOD with SAHIFacial Landmark DetectionPose Estimation
<img src='https://user-images.githubusercontent.com/72010077/273488633-fc31da5c-dfdd-434e-b5d0-874892807d95.png' height="126px" width="180px"><img src='https://user-images.githubusercontent.com/61035602/206095892-934be83a-f869-4a31-8e52-1074184149d1.jpg' height="126px" width="180px"><img src='https://user-images.githubusercontent.com/61035602/206095684-72f42233-c9c7-4bd8-9195-e34859bd08bf.jpg' height="126px" width="180px"><img src='https://user-images.githubusercontent.com/61035602/206100220-ab01d347-9ff9-4f17-9718-290ec14d4205.gif' height="126px" width="180px">
Lane DetectionOCRMOTInstance Segmentation
<img src='https://user-images.githubusercontent.com/72010077/273764641-65f456ed-27ce-4077-8fce-b30db093b988.jpg' height="126px" width="180px"><img src='https://user-images.githubusercontent.com/72010077/273421210-30d20e08-3b72-4f4d-8976-05b564e13d87.png' height="126px" width="180px"><img src='https://user-images.githubusercontent.com/61035602/206111753-836e7827-968e-4c80-92ef-7a78766892fc.gif' height="126px" width="180px" ><img src='https://user-images.githubusercontent.com/61035602/206095831-cc439557-1a23-4a99-b6b0-b6f2e97e8c57.jpg' height="126px" width="180px">
TaggingGroundingRecognitionRotation
<img src='https://user-images.githubusercontent.com/72010077/277670825-8797ac7e-e593-45ea-be6a-65c3af17b12b.png' height="126px" width="180px"><img src='https://user-images.githubusercontent.com/72010077/277395884-4d500af3-3e4e-4fb3-aace-9a56a09c0595.png' height="126px" width="180px"><img src='https://user-images.githubusercontent.com/72010077/277396071-79daec2c-6b0a-4d42-97cf-69fd098b3400.png' height="126px" width="180px"><img src='https://user-images.githubusercontent.com/72010077/277395955-aab54ea0-88f5-41af-ab0a-f4158a673f5e.png' height="126px" width="180px">
Segment AnythingBC-SAMSkin-SAMPolyp-SAM
<img src='https://user-images.githubusercontent.com/72010077/273421331-2c0858b5-0b92-405b-aae6-d061bc25aa3c.png' height="126px" width="180px"><img src='https://user-images.githubusercontent.com/72010077/273764259-718dce97-d04d-4629-b6d2-95f17670ce2a.png' height="126px" width="180px"><img src='https://user-images.githubusercontent.com/72010077/273764288-e26767d1-3c44-45cb-a72e-124efb4e8263.png' height="126px" width="180px"><img src='https://user-images.githubusercontent.com/72010077/273764318-e8b6a197-e733-478e-a210-e4386bafa1e4.png' height="126px" width="180px">

For more details, please refer to ๐Ÿ‘‰ model_zoo ๐Ÿ‘ˆ

</div>

Docs

  1. Installation & Quickstart
  2. Usage
  3. Customize a model

Examples

Contact

If you find this project helpful, please give it a โญstarโญ, and for any questions or issues, feel free to create an issue or email cv_hub@163.com.

License

This project is released under the GPL-3.0 license.

Acknowledgement

I extend my heartfelt thanks to the developers and contributors of AnyLabeling, LabelMe, LabelImg, roLabelImg, PPOCRLabel and CVAT, whose work has been crucial to the success of this project.

Citing

If you use this software in your research, please cite it as below:

@misc{X-AnyLabeling,
  year = {2023},
  author = {Wei Wang},
  publisher = {Github},
  organization = {CVHub},
  journal = {Github repository},
  title = {Advanced Auto Labeling Solution with Added Features},
  howpublished = {\url{https://github.com/CVHub520/X-AnyLabeling}}
}
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