Table 1 The CNN architecture
Layer | Dimension | Kernel size | Stride | Details |
|---|---|---|---|---|
input | 224×224×3 | - | - | RGB channels |
conv1 | 55×55×96 | 11 | 4 | - |
pool1 | 27×27×96 | 3 | 2 | Max pooling |
conv2 | 27×27×256 | 5 | 1 | - |
pool2 | 13×13×256 | 3 | 2 | Max pooling |
conv3 | 13×13×384 | 3 | 1 | - |
conv4 | 13×13×384 | 3 | 1 | - |
conv5 | 13×13×256 | 3 | 1 | - |
pool3 | 6×6×256 | 3 | 2 | Max pooling |
fc1 | 4096 | - | - | - |
fc2 | 4096 | - | - | - |