An improved YOLO11 network integrated with sample generation for the intelligent detection of steel plate surface defects
To satisfy the stringent surface quality requirements imposed for industrial steel plates, automated defect detection techniques must balance high accuracy with low computational latency. In this paper, a lightweight detection method integrating adaptive image enhancement, generative sample synthesis, and an optimized...