一种基于YOLOv5的高分辨率遥感影像目标检测方法

宋爽爽, 肖开斐, 刘昭华, 曾昭亮

A YOLOv5-based target detection method using high-resolution remote sensing images

SONG Shuangshuang, XIAO Kaifei, LIU Zhaohua, ZENG Zhaoliang

表4 不同方法在NWPU-VHR-10数据集上的性能

Tab.4 Performance of different methods on NWPU-VHR-10 dataset

模型 精度/ % 召回 率/% mAP@0.5/% FPS/(幅·s-1) Faster-RCNN 91.8 93.8 — — YOLOv5 93.1 92.5 95 40.65 GC-YOLOv5 96.5 96.4 97.7 46.51