基于YOLOv8-HSV的隧道螺栓锈蚀检测及等级判定

武晓春,张恒骏,谭磊

Corrosion detection and grade determination of tunnel bolts based on YOLOv8-HSV

Xiaochun WU,Hengjun ZHANG,Lei TAN

表 1 改进YOLOv8锈蚀螺栓检测模型的消融实验结果

Tab.1 Ablation experiment results of improved YOLOv8 corrosion bolt detection model

YOLOv8n FM BiFPN SEAM WIoU v3 mAP@50/% S/MB √ — — — — 93.9 6.0 √ √ — — — 94.0 6.2 √ √ √ — — 94.3 4.2 √ √ √ √ — 94.9 3.9 √ √ √ √ √ 95.0 3.9