基于改进YOLOv8s的鼓形滚子表面缺陷检测算法

王安静,袁巨龙,朱勇建,陈聪,吴金津

Drum roller surface defect detection algorithm based on improved YOLOv8s

Anjing WANG,Julong YUAN,Yongjian ZHU,Cong CHEN,Jinjin WU

表 14 东北大学热轧带钢表面缺陷数据集的对比结果

Tab.14 Comparison results of surface defect dataset of hot-rolled strip from Northeastern University

算法 mAP@0.5 点蚀 划痕 斑块 轧入氧化皮 YOLOv8s 0.879 0.886 0.892 0.639 本文方法 0.909 0.951 0.918 0.651