Table 4.
Parameters of three DenseNet architectures (DB: Dense Block TD: Transition Down TU: Transition Up).
| DenseNet56 | DenseNet67 | DenseNet103 |
|---|---|---|
| 3 × 3 conv layer | 3 × 3 conv layer | 3 × 3 conv layer |
| DB (4 layers) +TD | DB (5 layers) +TD | DB (4 layers) + TD |
| DB (4 layers) +TD | DB (5 layers) +TD | DB (5 layers) +TD |
| DB (4 layers) +TD | DB (5 layers) +TD | DB (7 layers) +TD |
| DB (4 layers) +TD | DB (5 layers) +TD | DB (10 layers) +TD |
| DB (4 layers) +TD | DB (5 layers) +TD | DB (12 layers) +TD |
| DB (4 layers) | DB (5 layers) | DB (15 layers) |
| TU + DB (4 layers) | TU + DB (5 layers) | TU + DB (12 layers) |
| TU + DB (4 layers) | TU + DB (5 layers) | TU + DB (10 layers) |
| TU + DB (4 layers) | TU + DB (5 layers) | TU + DB (7 layers) |
| TU + DB (4 layers) | TU + DB (5 layers) | TU + DB (5 layers) |
| TU + DB (4 layers) | TU + DB (5 layers) | TU + DB (4 layers) |
| 1 × 1 conv (softmax) | 1 × 1 conv (softmax) | 1 × 1 conv (softmax) |