基于改进GhostNet-FCOS的火灾检测算法
张融,张为
Fire detection algorithm based on improved GhostNet-FCOS
Rong ZHANG,Wei ZHANG
表 5
与用于火灾检测的轻量级目标检测网络对比
Tab.5
Comparison with lightweight object detection network used in fire detection
算法
AP
50
/%
AR/%
P
/10
6
FLOPs/10
9
YOLOV3 Tiny
[
31
]
76.5
43.2
8.67
16.24
YOLOV3-MobileNet
[
32
]
82.6
46.8
22.67
53.46
SSD-MobileNetV2
[
33
]
76.6
46.9
5.45
8.08
本文算法
90.9
55.1
4.58
31.45