基于轻量化改进YOLOv5的苹果树产量测定方法

李志军, 杨圣慧, 史德帅, 刘星星, 郑永军

Yield Estimation Method of Apple Tree Based on Improved Lightweight YOLOv5

Zhijun LI, Shenghui YANG, Deshuai SHI, Xingxing LIU, Yongjun ZHENG

表5 背景无白布下的算法mAP对比试验结果 (%)

Table 5 Comparison experimental results of the mAP of the algorithm under the condition of without white cloth in background

数据集 YOLOv5s YOLOv5m YOLOv5l YOLOv5x 着色1 d 81.47 83.26 84.63 85.89 着色8 d 83.54 86.72 87.39 88.17 着色15 d 84.76 87.93 89.56 90.72