藏区高原典型环境地形目标的轻量化检测模型

雒伟群,陆敬蔚,吴佳缔,梁钰迎,申传鹏,朱睿

Lightweight detection model for typical environmental terrain target in Tibetan Plateau

Weiqun LUO,Jingwei LU,Jiadi WU,Yuying LIANG,Chuanpeng SHEN,Rui ZHU

表 4 在VisDrone2019上的实验结果

Tab.4 Experimental result on VisDrone2019

模型 mAP@0.5/% FLOPs/109 Faster-RCNN 33.1 206.7 RetinaNet 26.5 93.7 YOLOv3-tiny 31.9 19.1 YOLOv5s 32.4 15.8 YOLOv6n 30.2 11.9 YOLOv8n 33.5 8.1 cosSTR-YOLOv7[12] 34.7 263.5 YOLOv8-NDTiny [13] 34.3 11.7 AO-YOLO 35.0 6.1