v2.3.3

CVHub520/X-AnyLabelingv2.3.3Feb 27, 2024by CVHub520

AI Summary

This v2.3.3 release of X-AnyLabeling introduces YOLO-World model support for Visual Language Model tasks, along with several annotation workflow improvements including expanded sub-image save functionality, label format conversion capabilities, and real-time progress tracking for mask uploads.

Key Highlights

Added support for YOLO-World Visual Language Model
Expanded sub-image save feature for improved workflow
Label conversion support from YOLO-Hbb/Obb/Seg to custom format
Real-time progress bar for mask annotation uploads
Updated supported models table across all task categories

New Features

YOLO-World model support for Visual Language tasks
Expanded sub-image save feature
Convert YOLO-Hbb/Obb/Seg labels to custom format
Real-time progress bar for mask annotation uploads

Full Release Notes

## Released versions

| Version | MD5                                |
|---------|------------------------------------|
| X-AnyLabeling-CPU.exe | 46810294c6cdf6978e8d0cb8a9561cd2 |
| X-AnyLabeling-GPU.exe | 05da78ffbb076e4e7db546ff336f3f59 |
| X-Anylabeling-Linux-CPU | 9168a0caa444fb294c08cb75bce782d5 |
| X-Anylabeling-Linux-GPU | 4ab880f23d90323b5423baaba92a2540 |

> 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, YOLO-World    |
| **Depth Estimation** | Depth Anything |

## Important Updates
  - ✨✨✨ Support [YOLO-World](https://github.com/AILab-CVC/YOLO-World) model.
  - ✅ Add expanded sub-image save feature.
  - ✅ Support convert YOLO-Hbb/Obb/Seg label to custom.
  - ✅ Add real-time progress bar for mask annotation uploads.