Research Article

A Lightweight Model for Traffic Sign Classification Based on Enhanced LeNet-5 Network

Table 2

CNN-training parameters.

CNN-training parametersValue

Batch size training20
Batch size validation50
Steps per epoch2000
OptimizerAdadelta
Learning rate1.0
Activation functionLeakyReLU
Input image size(32, 32, 1)