| | Layers (types) | Shape_output | Parameters |
| | layer1 (convolutional 2D) | None, “224, 224, 64” | 1792 | | layer2 (convolutional 2D) | None, “224, 224, 64” | 36928 | | layer3 (max pooling 2D) | None, “112, 112, 64” | 0 | | (Dropout) | None, “112, 112, 64” | 0 | | layer4 (convolutional 2D) | None, “112, 112, 128” | 73856 | | layer5 (convolutional 2D) | None, “112, 112, 128” | 147584 | | layer6 (max pooling 2D) | None, “56, 56, 128” | 0 | | (Dropout) | None, “56, 56, 128” | 0 | | layer7 (convolutional 2D) | None, “56, 56, 256” | 295168 | | layer8 (convolutional 2D) | None, “56, 56, 256” | 590080 | | layer9 (max pooling 2D) | None, “28, 28, 256” | 0 | | (Dropout) | None, “28, 28, 256” | 0 | | (Flatten) | None, “200704” | 0 | | layer10 (dense) | None, “512” | 102760960 | | (Dropout) | None, “512” | 0 | | layer11 (dense) | None, “128” | 65664 | | (Dropout) | None, “128” | 0 | | layer12 (dense) | None, “64” | 8256 | | (Dropout) | None, “64” | 0 | | (Dense) | None, “2” | 130 | | Total of parameters: 103,980,418 | | Trainable parameters: 103,980,418 | | Nontrainable parameters: 0 |
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