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 2
不同改进方式的MSF模块性能结果对比
Tab.2
Performance comparison of MSF modules with different improvement approaches
模块
卷积
位置
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
MSF1
A
95.5
90.1
95.5
66.7
6.3
2.95
MSF2
B
95.8
89.9
95.4
66.4
6.3
2.95
MSF
A
+
B
96.4
90.8
96.2
66.9
6.3
2.96