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.
Two modes: Upload both images for comparison-based inspection, or just a test image for single-image tasks (counting, OCR, etc.).