| | Model: “Sequential” layer (type) | Output shape | Param# |
| | conv2d (Conv2D) | (None, 50, 50, 32) | 320 | | activation (Activation) | (None, 50, 50, 32) | 0 | | batch normalization (Batch Normalization) | (None, 50, 50, 32) | 128 | | max_pooling2d (MaxPooling2D) | (None, 16, 16, 32) | 0 | | dropout (Dropout) | (None, 16, 16, 32) | 0 | | conv2d_1 (Conv2D) | (None, 16, 16, 64) | 18496 | | activation_1 (Activation) | (None, 16, 16, 64) | 0 | | batch_normalization_1 (Batch Normalization) | (None, 16, 16, 64) | 256 | | conv2d_2 (Conv2D) | (None, 16, 16, 64) | 36928 | | activation_2 (Activation) | (None, 16, 16, 64) | 0 | | batch_normalization_2 (Batch Normalization) | (None, 16, 16, 64) | 256 | | max_pooling2d_1 (Max-Pooling 2D) | (None, 8, 8, 64) | 0 | | dropout_1 (Dropout) | (None, 8, 8, 64) | 0 | | conv2d_3 (Conv2D) | (None, 8, 8, 128) | 73856 | | activation_3 (Activation) | (None, 8, 8, 128) | 0 | | batch_normalization_3 (Batch Normalization) | (None, 8, 8, 128) | 512 | | conv2d_4 (Conv2D) | (None, 8, 8, 128) | 147584 | | activation_4 (Activation) | (None, 8, 8, 128) | 0 | | batch_normalization_4 (Batch Normalization) | (None, 8, 8, 128) | 512 | | max_pooling2d_2 (MaxPooling2D) | (None, 4, 4, 128) | 0 | | dropout_2 (Dropout) | (None, 4, 4, 128) | 0 | | flatten (Flatten) | (None, 2048) | 0 | | dense (Dense) | (None, 1024) | 2098176 | | activation_5 (Activation | (None, 1024) | 0 | | batch_normalization_5 (Batch Normalization) | (None, 1024) | 4096 | | dropout_3 (Dropout) | (None, 1024) | 0 | | dense_1 (Dense) | (None, 24) | 24600 | | activation_6 (Activation) | (None, 24) | 0 |
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