基于渐进特征融合及多尺度空洞注意力的遮挡鸟巢检测

尹向雷,屈少鹏,解永芳,苏妮

Occluded bird nest detection based on asymptotic feature fusion and multi-scale dilated attention

Xianglei YIN,Shaopeng QU,Yongfang XIE,Ni SU

表 3 不同算法对比实验结果

Tab.3 Comparison of results of different algorithms

实验 P/% R/% mAP@0.5/% S/MB F/109 Faster R-CNN 77.8 87.5 86.3 108.2 251.4 SSD 83.3 75.0 79.7 90.6 72.3 YOLOv3 94.8 91.0 89.3 235.0 155.3 YOLOv4 88.6 79.9 86.1 244.4 100.7 YOLOv5 89.6 94.0 89.9 34.4 15.9 改进算法 90.3 96.0 91.6 8.7 7.4