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 8
改进前、后的各目标检测结果对比
Tab.8
Comparison of detection result of each target before and after improvement
模型
vest
helmet
worker
FLOPs/10
9
N
p
/10
6
P/
/%
R/
/%
mAP50/%
P
/%
R
/%
mAP50/%
P
/%
R
/%
mAP50/%
YOLOv11n
93.9
97.0
98.4
95.9
76.3
87.6
93.4
97.7
98.5
6.3
2.58
VMS-YOLO
96.8
99.5
99.8
98.5
78.2
92.8
98.5
99.8
99.8
5.4
2.45