annotation.mp4
YOLOE.mp4
- Add real-time preview dialog for image matting and depth estimation results
- Support
RMBG v2.0model for image matting - Bump version to 3.0.3
- For more details, please refer to the CHANGELOG
X-AnyLabeling is a powerful annotation tool that integrates an AI engine for fast and automatic labeling. It's designed for multi-modal data engineers, offering industrial-grade solutions for complex tasks.
- Processes both
imagesandvideos. - Accelerates inference with
GPUsupport. - Allows custom models and secondary development.
- Supports one-click inference for all images in the current task.
- Enable import/export for formats like COCO, VOC, YOLO, DOTA, MOT, MASK, PPOCR, VLM-R1.
- Handles tasks like
classification,detection,segmentation,caption,rotation,tracking,estimation,ocrand so on. - Supports diverse annotation styles:
polygons,rectangles,rotated boxes,circles,lines,points, and annotations fortext detection,recognition, andKIE.
| Task Category | Supported Models |
|---|---|
| ๐ผ๏ธ Image Classification | YOLOv5-Cls, YOLOv8-Cls, YOLO11-Cls, InternImage, PULC |
| ๐ฏ Object Detection | YOLOv5/6/7/8/9/10, YOLO11/12, YOLOX, YOLO-NAS, D-FINE, DAMO-YOLO, Gold_YOLO, RT-DETR, RF-DETR |
| ๐๏ธ Instance Segmentation | YOLOv5-Seg, YOLOv8-Seg, YOLO11-Seg, Hyper-YOLO-Seg |
| ๐ Pose Estimation | YOLOv8-Pose, YOLO11-Pose, DWPose, RTMO |
| ๐ฃ Tracking | Bot-SORT, ByteTrack |
| ๐ Rotated Object Detection | YOLOv5-Obb, YOLOv8-Obb, YOLO11-Obb |
| ๐ Depth Estimation | Depth Anything |
| ๐งฉ Segment Anything | SAM, SAM-HQ, SAM-Med2D, EdgeSAM, EfficientViT-SAM, MobileSAM, |
| โ๏ธ Image Matting | RMBG 1.4/2.0 |
| ๐ก Proposal | UPN |
| ๐ท๏ธ Tagging | RAM, RAM++ |
| ๐ OCR | PP-OCR |
| ๐ฃ๏ธ VLM | Florence2 |
| ๐ฃ๏ธ Land Detection | CLRNet |
| ๐ Grounding | CountGD, GeCO, Grunding DINO, YOLO-World, YOLOE |
| ๐ Other | ๐ model_zoo ๐ |
- Classification
- Detection
- Segmentation
- Description
- Estimation
- OCR
- MOT
- iVOS
- Matting
- Vision-Language
- Counting
We believe in open collaboration! XโAnyLabeling continues to grow with the support of the community. Whether you're fixing bugs, improving documentation, or adding new features, your contributions make a real impact.
To get started, please read our Contributing Guide and make sure to agree to the Contributor License Agreement (CLA) before submitting a pull request.
If you find this project helpful, please consider giving it a โญ๏ธ star! Have questions or suggestions? Open an issue or email us at cv_hub@163.com.
A huge thank you ๐ to everyone helping to make XโAnyLabeling better.
This project is licensed under the GPL-3.0 license and is only free to use for personal non-commercial purposes. For academic, research, or educational use, it is also free but requires registration via this form here. If you intend to use this project for commercial purposes or within a company, please contact cv_hub@163.com to obtain a commercial license.
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.
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}}
}