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 5
不同结构的VABlock模块性能对比
Tab.5
Performance comparison of VABlock module with different structure
模块
AKConv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
VABlock1
A
95.1
86.0
94.8
62.8
5.4
2.49
VABlock2
B
94.7
89.6
94.0
66.1
5.4
2.49
VABlock3
C
93.6
86.2
95.6
60.3
6.0
2.93
VABlock4
D
95.5
89.1
92.7
60.9
5.3
2.59
VABlock
E
96.2
89.4
95.6
66.7
4.8
2.19