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 2 不同改进策略下各类水漂垃圾检测的AP指标结果

Tab.2 AP metric results of various categories of water-floating garbage under different improvement strategies

数据集 类别 AP/% RT-DETR M1 M2 M3 YRLW plastic 92.44 94.29 95.73 95.39 paper 92.51 93.71 94.27 94.34 glass 88.39 92.18 93.61 93.67 metal 88.05 91.74 93.54 93.18 fabric/fiber 91.66 94.32 95.01 95.10 nature 91.87 93.64 94.87 94.90 others 72.27 82.27 83.33 85.13 mAP 88.17 91.74 92.91 93.10 FloW-Img bottle 83.87 85.46 86.73 87.26