Qi Ouyang

EMA-YOLO: An Efficient, Lightweight Network for Surface Defect Detection on Metal Substrates

This network alleviates the trade-off between detection accuracy and computational efficiency, enabling efficient and robust detection of multi-scale defects on metal substrates and substantially reduces parameter redundancy while maintaining multi-scale feature representation capabilities.