轻量化YOLOv7-tiny的遥感图像小目标检测

徐紫窈, 杨武, 施小龙

Small target detection in remote sensing images based on lightweight YOLOv7-tiny

XU Ziyao, YANG Wu, SHI Xiaolong

表2 消融实验结果对比

Tab.2 Ablation experiment Comparison of results

序号 NWD+ MPDIoU GSConv+ VoV-GSCSP Dyhead mAP@ 0.5/% 参数量/ 106个 1 × × × 85.0 6.1 2 √ × × 85.7 6.1 3 × √ × 86.2 5.6 4 × × √ 87.0 5.8 5 √ √ × 86.6 5.6 6 √ √ √ 87.7 5.4