基于YOLOv11n的改进铁路工人安全穿戴检测模型
武晓春,李梓宁
Improved railway worker safety wear detection model based on YOLOv11n
Xiaochun WU,Zining LI
表 4
不同类型卷积的性能对比
Tab.4
Performance comparison of different types of convolution
方法
P
/%
R
/%
mAP50/
%
mAP50:95/
%
FLOPs/10
9
N
p
/10
6
基线模型
94.4
90.3
94.8
65.4
6.3
2.58
DSConv
94.4
89.3
94.8
65.3
4.3
1.99
DWConv
94.0
89.9
94.9
65.5
4.1
1.92
GhostConv
95.6
90.4
95.1
66.3
4.8
2.25
ODConv
95.8
89.6
95.3
66.4
9.5
4.60
GSConv
95.9
89.9
95.3
66.5
4.8
2.25