From: Real-time fire detection algorithms running on small embedded devices based on MobileNetV3 and YOLOv4
Method
Detection rate (%)
False alarm rate (%)
Accuracy (%)
Muhammad et al. (2018b)
97.48
18.69
89.82
Muhammad et al. (2018c)
93.28
9.34
92.04
Chaoxia et al. (2020)
92.44
5.61
93.36
MobileNetV3-large-YOLOv4
94.13
6.17
95.14
