This repository aggregates academic papers, datasets, and benchmarks for industrial anomaly detection in images. It includes references to survey papers, the IM-IAD industrial benchmark, and an MLLM-based system called AD-Copilot for automated visual inspection. The collection serves as a reference resource for researchers working on defect detection using computer vision and deep learning techniques.