基于多尺度特征聚合的航拍图像检测算法

李珺,丁彬彬,史维娟,杨琳

Aerial image detection algorithm based on multiscale feature aggregation

Jun LI,Binbin DING,Weijuan SHI,Lin YANG

表 8 TinyPerson数据集结果的对比

Tab.8 Comparison of TinyPerson dataset result

模型 P/% R/% mAP50/% mAP50-95/% YOLOv8s 41.8 28.7 25.9 8.2 YOLOv10s 39.3 27.9 24.2 7.7 YOLOv11s 44.3 27.9 26.0 8.3 YOLOv12s 43.4 27.4 25.4 8.1 FDL-YOLOs 46.5 34.2 29.8 9.5