Research Article

Pretraining Convolutional Neural Networks for Image-Based Vehicle Classification

Table 1

The structure of C4M3F2.

Layer Type/ActivationSize/StrideFilters

Convolutional/ReLU3×3/132
Max Pooling2×2/2
Convolutional/ReLU3×3/164
Convolutional/ReLU3×3/164
Max Pooling2×2/2
Convolutional/ReLU3×3/164
Max Pooling2×2/2
Fully Connected/ReLU1024
Fully Connected1024
Softmax4