A Lightweight Model for Traffic Sign Classification Based on Enhanced LeNet-5 Network
Table 1
Performance ([training accuracy/validation accuracy]; [loss/validation loss]) comparison of our 2 model networks for 20 epochs: for our first network, we used Adadelta as the loss function optimizer and LeakyReLU as the activation function; for our second network, we used Adam and ReLU.