Fire-PPYOLOE: An Efficient Forest Fire Detector for Real-Time Wild Forest Fire Monitoring

Table 1

The comparison results of different models on labeled dataset in terms of Params, GFlops, infer time, FPS, and mAP.

Method	Params	GFlops	mAP (%)	Infer time	FPS
PP-YOLOE	50 M	55.5G	37.8	27.7 ms	37
Faster R-CNN	165 M	199G	38.6	72.34 ms	19
Fire-PPYOLOE	37 M	28.5G	43.6	30.80 ms	32