轻量级改进RT-DETR的葡萄叶片病害检测算法

刘慧,王防修,王意,黄淄博,苏晨

Lightweight improved RT-DETR algorithm for grape leaf disease detection

Hui LIU,Fangxiu WANG,Yi WANG,Zibo HUANG,Chen SU

表 2 消融实验的对比结果

Tab.2 Comparison result of ablation experiment

StarNet CGSFR-FPN Inner-PowerIoU v2 P/% R/% mAP@0.5/% ${N_{\text{P}}}$/106 FLOPs/109 — — — 89.0 87.4 91.1 19.9 57.0 √ — — 90.3 88.4 92.2 12.0 31.8 — √ — 90.6 88.9 92.4 19.2 48.2 — — √ 90.3 88.4 91.8 19.9 57.0 √ √ — 90.7 89.5 92.7 10.7 20.5 √ — √ 90.9 89.0 92.7 12.0 31.8 — √ √ 89.9 88.6 91.8 19.2 48.2 √ √ √ 91.6 89.8 93.4 10.7 20.5