边缘感知和跨尺度特征增强的小目标水漂垃圾检测
吴佰靖,闫光辉,马龙,程文鑫,黄亚宁

Small-target water-floating garbage detection based on edge perception and cross-scale feature enhancement
Baijing WU,Guanghui YAN,Long MA,Wenxin CHENG,Yaning HUANG
表 3 ECA-RTDETR中不同改进策略的消融实验结果对比
Tab.3 Comparison of ablation experiment results for different improvement strategies in ECA-RTDETR
数据集方法mAP/%mmAP/%R/%Para/MFLOPs/GFPS/(帧·s−1)
YRLWRT-DETR88.1747.0188.7420.0958.34164.47
M191.7448.5390.0715.9550.91184.24
M292.9149.1591.3617.4059.47159.19
M393.1049.4791.9218.1560.01157.70
FloW-ImgRT-DETR83.8740.2481.0520.0958.34164.47
M185.4641.0882.8415.9550.91184.24
M286.7341.4583.0117.4059.47159.19
M387.2641.6983.2818.1560.01157.70