v2.3.2

CVHub520/X-AnyLabelingv2.3.2Feb 24, 2024by CVHub520

AI Summary

This release adds YOLOv9 model support to X-AnyLabeling along with several usability improvements including horizontal-to-rotated bounding box conversion, label deletion/renaming capabilities, and quick tag correction functionality.

Key Highlights

Added support for YOLOv9 object detection model
Implemented horizontal to rotated bounding box conversion
Added label deletion and renaming features
Introduced quick tag correction functionality
Updated model support table with new models including Depth Anything

New Features

YOLOv9 model support for object detection
Horizontal bounding box to rotated bounding box conversion
Label deletion and renaming capabilities
Quick tag correction feature
Added Depth Anything for depth estimation task

Full Release Notes

## Released versions

| Version | MD5                                |
|---------|------------------------------------|
| X-AnyLabeling-CPU.exe | f160d30964476d8f7c9950849ae102c0 |
| X-AnyLabeling-GPU.exe | 6ce8c22bd847082bb383145691eb1ea3 |
| X-Anylabeling-Linux-CPU | 27e0f94cdc34eb341c108f3ea7633778 |
| X-Anylabeling-Linux-GPU | 32c07d19bfeb7aaf09a7c1f4786b6b7b |

> Note: The GPU version mentioned above is compiled based on CUDA 11.6. Different versions may result in issues with xxx functionality. It is recommended to consider running the application using the source code, especially if compatibility issues arise.

## Supported models

| Task                     | Model                  |
|--------------------------|------------------------|
| **Image Classification** | ResNet50, InternImage, YOLOv5-cls, YOLOv8-cls, PULC Person/Vehicle Attribute |
| **Object Detection**     | YOLOv5, YOLOv6, YOLOv7, YOLOv8, YOLOv9, YOLOX, YOLO-NAS, DAMO_YOLO, GOLD_YOLO, RT-DETR, RTMDet |
| **Instance Segmentation** | YOLOv5-seg, YOLOv8-seg |
| **Keypoint Detection**   | RTMPose, DWPose, YOLOv6-face, YOLOv8-pose |
| **Oriented Object Detection** | YOLOv5_obb, YOLOv8_obb        |
| **Multi-Object Tracking** | OC-Sort, ByteTrack   |
| **Segment Anything**     | SAM, SAM-HQ, EdgeSAM, MobileSAM, EfficientViT-SAM, Med-SAM2D |
| **Optical Character Recognition**                  | PPOCRv4                |
| **Land Detection**       | CLRNet                 |
| **Image Captioning**     | RAM                    |
| **Visual Language Model** | Grounding-DINO, Chinese-CLIP    |
| **Depth Estimation** | Depth Anything |

## Important Updates
  - ✨✨✨ Support [YOLOv9](https://github.com/WongKinYiu/yolov9) model.
  - ✅ Support the conversion from a horizontal bounding box to a rotated bounding box.
  - ✅ Supports label deletion and renaming. For more details, please refer to the [document](./docs/zh_cn/user_guide.md).
  - ✅ Support for quick tag correction is available; please refer to this [document](./docs/en/user_guide.md) for guidance.