This repository aggregates industrial defect detection datasets and critical research papers from 2017 onwards, providing resources for training and evaluating deep learning models on surface defect tasks. It covers datasets for metal surfaces, PCB boards, and other industrial materials, and includes key papers on image segmentation and detection approaches.