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 7 在NEU-DET数据集上不同模型的对比实验
Tab.7 Comparison experiment of different models on NEU-DET dataset
模型P/%R/%mAP@0.5/%mAP@0.5-0.95/%Np/MFLOPs/GFPS/(帧·s−1)
YOLOv8n74.671.376.842.63.08.1122
DCS-YOLOv874.971.476.93.37.8277
SDB-YOLOv8s77.472.179.27.216.2146
YOLOv11n76.371.579.642.52.66.3127
本研究模型76.671.779.743.01.45.3129