README.md

metadata

title: AD-Copilot
emoji: 🔍
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 5.23.0
app_file: app.py
hardware: zero-a10g
pinned: true
license: apache-2.0
models:
  - jiang-cc/AD-Copilot
tags:
  - anomaly-detection
  - vision-language-model
  - industrial-inspection
  - comparison-aware
short_description: Comparison-Aware Anomaly Detection VLM

AD-Copilot: Comparison-Aware Anomaly Detection

AD-Copilot extends Qwen2.5-VL with a novel comparison-aware visual encoder that generates special comparison tokens capturing differences between a reference image and a test image, achieving state-of-the-art results on industrial anomaly detection benchmarks (82.3% on MMAD).

Usage

1. Upload a reference (good) image of the product
2. Upload a test image to inspect
3. Choose a prompt (classification or detailed description)
4. Click Detect Anomaly

Links

• Paper: arXiv:2603.13779
• Code: GitHub
• Model: HuggingFace