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 10
倒角模型的对比结果
Tab.10
Comparison results of chamfer models
算法模型
N
p
/10
6
mAP@0.5
v
/(帧·s
−1
)
Faster R-CNN
136.10
0.851
15.4
SSD
24.01
0.540
50.1
YOLOv3
61.53
0.740
51.8
YOLOv4
63.95
0.790
54.7
YOLOv5s
7.03
0.829
81.9
YOLOv7
37.21
0.810
65.5
YOLOv8s
11.20
0.847
80.6
本文方法
14.10
0.911
47.7