| Layer | Type | Output shape | Param. |
| conv2d_2 | Conv2D | None, 50, 50, 32 | 896 | conv2d_3 | Conv2D | None, 50, 50, 32 | 9248 | max_pooling2d_1 | MaxPooling2 | None, 25, 25, 32 | 0 | batch_normalization | BatchNo | None, 25, 25, 32 | 128 | dropout_2 | Dropout | None, 25, 25, 32 | 0 | conv2d_4 | Conv2D | None, 25, 25, 64 | 18496 | conv2d_5 | Conv2D | None, 25, 25, 64 | 36928 | max_pooling2d_2 | MaxPooling2 | None, 12, 12, 64 | 0 | batch_normalization_1 | BatchNo | None, 12, 12, 64 | 256 | dropout_3 | Dropout | None, 12, 12, 64 | 0 | conv2d_6 | Conv2D | None, 12, 12, 86 | 49622 | conv2d_7 | Conv2D | None, 12, 12, 86 | 66650 | max_pooling2d_3 | MaxPooling2 | None, 6, 6, 86 | 0 | batch_normalization_2 | Batch | None, 6, 6, 86 | 344 | dropout_4 | Dropout | None, 6, 6, 86 | 0 | flatten_1 | Flatten | None, 3096 | 0 | dense_2 | Dense | None, 512 | 1585664 | dropout_5 | Dropout | None, 512 | 0 | dense_3 | Dense | None, 2 | 1026 | Total params.: 1,769,258 | Trainable params.: 1,768,894 | Nontrainable params.: 364 |
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