面向光伏电站建设的移动端人体跌倒检测方法

面向光伏电站建设的移动端人体跌倒检测方法

李彬彬,张超,覃涛,陈昌盛,刘兴艳,杨靖

Mobile-based human fall detection method for photovoltaic power plant construction

Binbin LI,Chao ZHANG,Tao QIN,Changsheng CHEN,Xingyan LIU,Jing YANG

表 3 消融实验的对比结果

Tab.3 Comparison result of ablation experiment

模块设置			mAP₅₀/ %	P/ %	R/ %	N_P/ 10⁶	FLOPs/ 10⁹
CCFM	MSDA	C2f-Dualconv	mAP₅₀/ %	P/ %	R/ %	N_P/ 10⁶	FLOPs/ 10⁹
—	—	—	85.7	86.9	80.8	3.00	8.1
√	—	—	86.0	82.3	82.7	1.96	6.6
—	√	—	86.3	86.6	81.6	3.30	8.4
—	—	√	86.3	87.4	81.9	2.70	7.4
√	√	—	86.6	86.7	83.0	2.24	6.8
—	√	√	86.7	85.9	82.1	3.00	7.7
√	—	√	86.6	86.4	81.8	1.78	6.1
√	√	√	88.6	87.8	84.5	2.06	6.3