面向植物病害识别的卷积神经网络精简结构Distilled-MobileNet模型
邱文杰, 叶进, 胡亮青, 杨娟, 李其利, 莫贱友, 易万茂

Distilled-MobileNet Model of Convolutional Neural Network Simplified Structure for Plant Disease Recognition
Wenjie QIU, Jin YE, Liangqing HU, Juan YANG, Qili LI, Jianyou MO, Wanmao YI
表 4 不同网络结构在PlantVillage数据集上的表现
Table 4 Performances of different network structures in the PlantVillage data set
网络模型验证集准确率/%内存占用/MB
ResNet94.44181.3
AlexNet89.97443.0
VGG1696.521022.0
MobileNet92.0525.1
GoogleNet76.5858.1