采用Anchor-Free网络结构的实时火灾检测算法

晋耀,张为

Real-time fire detection algorithm with Anchor-Free network architecture

Yao JIN,Wei ZHANG

表 2 经典目标检测算法与本文算法的检测结果对比

Tab.2 Comparison of fire detection results of the representative object detection algorithms and proposed algorith

算法 主干网络 AP50 /% 单张图片检测时间/ms YoloV3 DarkNet-53 89.2 38.4 SSD300 Vgg[21] 85.0 27.6 ReinaNet-MobileNet MobileNetV2 87.3 41.5 本文 MobileNetV2 90.1 40.7