基于全局信息感知的轻量级螺纹钢表面缺陷检测算法

肖剑,杨小苑,何昕泽,陈林,胡欣

Lightweight rebar surface defect detection algorithm based on global information perception

Jian XIAO,Xiaoyuan YANG,Xinze HE,Lin CHEN,Xin HU

表 4 轻量化检测头对比实验

Tab.4 Comparison experiment of lightweight detection heads

检测头 mAP@0.5/% Np/M FLOPs/G FPS/(帧·s−1) YOLOv8n 90.2 3.0 8.1 133 +A-Head 88.1 2.4 6.5 135 +B-Head 89.9 2.4 6.5 128 +SCSBN Head 90.9 2.4 6.5 135