| | Layer (type) | Output shape | Parameters |
| | conv2d (Conv2D) | (None, 64, 64, 16) | 448 | | max_pooling2d (MaxPooling2D) | (None, 32, 32, 16) | 0 | | SPECTRUMNET Block_1 | (None, 16, 16, 32) | 4768 | | SPECTRUMNET Block_2 | (None, 8, 8, 64) | 18752 | | Dropout (dropout) | (None, 8, 8, 64) | 0 | | SPECTRUMNET Block_3 | (None, 4, 4, 256) | 148736 | | dropout_1 (dropout) | (None, 4, 4, 256) | 0 | | Flatten (flatten) | (None, 4096) | 0 | | DENSE block | (None, 128) | 524928 | | DENSE block | (None, 64) | 8512 | | SoftMax layer | (None, 2) | 130 | | Total parameters706,274 | | Trainable parameters705,186 | | Nontrainable parameters1,088 |
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