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 11
侧面模型的对比结果
Tab.11
Comparison results of side face models
算法模型
N
p
/10
6
mAP@0.5
v
/(帧·s
−1
)
Faster R-CNN
136.10
0.94
8.01
SSD
24.01
0.67
38.7
YOLOv3
61.53
0.84
28.3
YOLOv4
63.95
0.87
45.6
YOLOv5s
7.03
0.93
67.2
YOLOv7
37.21
0.93
46.1
YOLOv8s
11.20
0.95
61.4
本文方法
14.10
0.983
40.7