面向隧道火情处置的烟火异质视觉融合检测

马庆禄,王琛,邱高建,周志超,胡松

Smoke and fire heterogeneous visual fusion detection for tunnel fire disposal

Qinglu MA,Chen WANG,Gaojian QIU,Zhichao ZHOU,Song HU

表 4 主流火灾检测模型的性能对比

Tab.4 Performance comparison of main fire detection models

模型 mAP@0.5/% R/% FPS/(帧·s−1) para/106 YOLOv8n 86.96 87.65 43 3.2 YOLOX-s 85.34 86.12 40 9.0 YOLOv10n 86.96 86.65 42 2.3 RT-DETR 84.20 83.78 28 32.1 YOLOv5s[10] 91.28 88.94 40 13.9 YOLO11-T 91.93 89.79 42 12.3