skills/skills.volces.com/image-annotation-qc

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>
Installs
3
First Seen
Apr 23, 2026
image-annotation-qc from skills.volces.com