image-annotation-qc
Installation
SKILL.md
Image Annotation QC Tool
Automatically detect quality issues in image annotations and generate detailed reports with visualization.
Features
- ✅ Multi-format Support: COCO / YOLO / VOC / LabelMe
- ✅ Auto-detection: Automatically identify format without specification
- ✅ Scene-specific QC: general / road / industrial / security
- ✅ Auto-save Reports: Save to
qc_report/directory automatically - ✅ Visualization: Generate images with error annotations (red boxes)
- ✅ Multi-format Reports: TXT / JSON / Excel
Quick Start
# Basic usage (auto-detect format)
python3 scripts/qc_tool.py -i <image_dir> -a <annotation_dir>