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3 使用三种优化器的CNN训练超参数

Table 3 CNN training hyperparameters using three optimizers

超参数 SGD Adam Nadam Batch Size 32 32 32 Learning Rate 0.001 0.001 0.001 Momentum 0.9 — — Decay None None None β1 — 0.9 0.9 β2 — 0.999 0.999 ∈ — 1e-7 1e-7