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Deeper architecture - example of achieved blocks on the SARS-CoV-2 CT-scan dataset - EfficientNet-CT model. (NC = Number of Classes).
| Stage | Operator | Resolution | #channels | #layers |
|---|---|---|---|---|
| 1–9 | EfficientNet B0 | custom input | 32 | 1 |
| 10 | BN/Dropout | 7x7 | 1280 | 1 |
| 11 | FC/BN/Swich/Dropout | 1 | 2048 | 1 |
| 11 | FC/BN/Swich/Dropout | 1 | 1024 | 1 |
| 12 | FC/BN/Swich | 1 | 512 | 1 |
| 13 | FC/Softmax | 1 | NC | 1 |
