基于YOLOv5算法的飞机类型光学遥感识别

龙怡灿, 雷蓉, 董杨, 李东子, 赵琛琛

YOLOv5 based on Aircraft Type Detection from Remotely Sensed Optical Images

LONG Yican, LEI Rong, DONG Yang, LI Dongzi, ZHAO Chenchen

表1 不同方法主要指标的比较

Tab. 1 Comparison of main indexes of different methods

方法 GIoU 精确率 召回率 F1-score mAP YOLOv3-tiny 0.882 0.957 0.486 0.644 0.932 本文方法 0.005 0.979 0.995 0.944 0.993