Yi Liu

Machine vision-based surface defect testing of industrial materials using a lightweight multiscale attention fusion network

Abstract Surface defect detection is essential for maintaining quality in industrial products, but in real industrial applications it faces a dilemma among accuracy, processing speed, and model lightweight. To address this challenge, we propose a method named global attention mechanism for deeply separable YOLO (simply...