YOLO Labeling is a VS Code extension that enables efficient viewing and modification of YOLO-formatted labels directly within the editor. It supports dataset exploration via a TreeView, real-time annotation preview, AI-powered inference with ONNX models, and a comprehensive statistics dashboard with interactive charts. Key features include:
- Dataset Explorer TreeView for browsing YAML configs, subsets, and images
- Statistics Dashboard with class distribution, box statistics, and train/val/test comparison
- AI inference using ONNX models (YOLOv8, YOLOv11) for detection and segmentation
- Label management with copy/paste, undo/redo, and keyboard shortcuts
- Multi-folder subset support and theme integration
- Supported formats: COCO8, COCO128, COCO8-seg, COCO8-pose, Tiger-pose, DOTA8
Ideal for ML engineers and computer vision practitioners who need a lightweight, integrated tool for dataset annotation and quality control.
