基于改进YOLOv7-tiny的铝型材表面缺陷检测方法
王浚银,文斌,沈艳军,张俊,王子豪

Surface defect detection method for aluminum profiles based on improved YOLOv7-tiny
Junyin WANG,Bin WEN,Yanjun SHEN,Jun ZHANG,Zihao WANG
表 2 改进模型实验参数设置
Tab.2 Experimental parameter settings of improved model
参数名数值参数名数值
Batch-size48动量因子0.937
Img-size640×640权重衰减系数0.0005
学习率0.01训练轮次300