田间玉米苗期高通量动态监测方法

张小青, 邵松, 郭新宇, 樊江川

High-Throughput Dynamic Monitoring Method of Field Maize Seedling

Xiaoqing ZHANG, Song SHAO, Xinyu GUO, Jiangchuan FAN

表3 基于VGG和ResNet的Faster R-CNN在测试集输出结果对比

Table 3 Comparison of output results of Faster R-CNN based on VGG and ResNet in the test set

特征提取网络 P/% R/% IOU MAE VGG 89.42 86.81 75.04 6.2816 ResNet 91.87 90.13 82.57 5.6361