基于改进YOLOv7的复杂环境下苹果目标检测

莫恒辉,魏霖静

Improved YOLOv7 based apple target detection in complex environment

Henghui MO,linjing WEI

表 5 ODConv在YOLOv7中的应用消融实验结果

Tab.5 Results of ablation experiments of ODConv application in YOLOv7

模型 P/% R/% WS/MB t/s YOLOv7 83.2 85.7 73.8 0.040 ODConv_neck 83.6 85.9 74.7 0.042 ODConv_backbone1 83.4 85.9 74.4 0.041 ODConv_backbone2 83.3 85.8 74.2 0.041 ODConv_backbone3 83.3 85.7 74.1 0.040 ODConv_backbone4 83.2 85.7 74.1 0.040 ODConv_backbone 84.4 86.1 74.9 0.042 ODConv_all 84.3 86.2 75.6 0.047