改进YOLOv5s的公路隧道烟火检测方法
马庆禄,鲁佳萍,唐小垚,段学锋

Improved YOLOv5s flame and smoke detection method in road tunnels
Qing-lu MA,Jia-ping LU,Xiao-yao TANG,Xue-feng DUAN
图 14 不同改进方案与YOLOv5s-PRO性能评价
Fig.14 Performance evaluation of improved schemes and YOLOv5s-PRO