基于多尺度特征增强的航拍小目标检测算法

肖剑,何昕泽,程鸿亮,杨小苑,胡欣

Aerial small target detection algorithm based on multi-scale feature enhancement

Jian XIAO,Xinze HE,Hongliang CHENG,Xiaoyuan YANG,Xin HU

表 2 损失函数对比实验结果

Tab.2 Comparison of loss function experimental results

模型 P R mAP0.5 mAP0.5∶0.95 IoU 0.599 0.376 0.492 0.320 N-IoU 0.634 0.370 0.500 0.324 Inner-IoU 0.603 0.375 0.494 0.321 Nin-IoU 0.636 0.369 0.503 0.326