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Architecture of the proposed DCNN model
| Layer | Type | Maps | Map size | Kernel size | Stride | Padding | Activation |
|---|---|---|---|---|---|---|---|
| out | Fully connected | – | 5 | – | – | – | Softmax |
| F7 | Fully connected | – | 100 | – | – | – | ReLU |
| F6 | Fully connected | – | 5670 | – | – | – | ReLU |
| C5 | Convolution | 70 | 9 × 9 | 3 × 3 | 1 | 1 | ReLU |
| C4 | Convolution | 60 | 9 × 9 | 3 × 3 | 2 | 1 | ReLU |
| C3 | Convolution | 50 | 17 × 17 | 3 × 3 | 1 | 1 | ReLU |
| C2 | Convolution | 70 | 17 × 17 | 3 × 3 | 2 | 1 | ReLU |
| C1 | Convolution | 50 | 33 × 33 | 3 × 3 | 1 | 1 | ReLU |
| In | Input | 4 | 33 × 33 | – | – | – | – |
