Table 3 CNN3.
Layer | Size | Number of channels | Activation function |
|---|---|---|---|
Conv2d | 3 × 3 | 32 | Relu |
Max_Pooling2d | 2 × 2 |  |  |
Conv2d | 3 × 3 | 64 | Relu |
Max_Pooling2d | 2 × 2 |  |  |
Dropout (0.25) | Â | Â | Â |
Flatten | Â | Â | Â |
Dense | 128 | Â | Relu |
Dropout (0.5) | Â | Â | Â |
Dense | 12 | Â | Softmax |
Layer | Size | Number of channels | Activation function |
|---|---|---|---|
Conv2d | 3 × 3 | 32 | Relu |
Max_Pooling2d | 2 × 2 |  |  |
Conv2d | 3 × 3 | 64 | Relu |
Max_Pooling2d | 2 × 2 |  |  |
Dropout (0.25) | Â | Â | Â |
Flatten | Â | Â | Â |
Dense | 128 | Â | Relu |
Dropout (0.5) | Â | Â | Â |
Dense | 12 | Â | Softmax |