Table 1 An overview of the network structure
Type | Blocks | Kernel Size | Filters | Group |
|---|---|---|---|---|
ResNet block | 1 | 3 × 3 | 64 | Image |
ResNet block | 1 | 3 × 3 | 64 | Image |
ResNet block | 6 | 3 × 3 | 64 | Core |
ResNet block | 4 | 3 × 3 | 128 | Core |
ResNet block | 2 | 3 × 3 | 256 | Core |
ResNet block | 2 | 3 × 3 | 512 | Core |
Image max | 1 | – | – | Pool |
Convolutional | 1 | 1 × 1 | 72 | Classification |
Fully connected | 1 | 1 × 1 | 4 | Classification |
Fully connected | 1 | 1 × 1 | 4 | Classification |