Table 3.1.
EfficientNet-B6 composition. Notice that Conv, BN, and Activation denote the operations of convolution, batch normalization, and the activation using the Swish [31] function, respectively. Besides, MBConvBlock stands for the network's main blocks.
| Level | Operation | Kernel size | Channels | Repetitions |
|---|---|---|---|---|
| 0 | Conv, BN, activation | 3 | 56 | 1 |
| 1 | MBConvBlock | 3 | 56 | 3 |
| 2 | MBConvBlock | 3 | 240 | 6 |
| 3 | MBConvBlock | 5 | 432 | 6 |
| 4 | MBConvBlock | 3 | 864 | 8 |
| 5 | MBConvBlock | 5 | 1200 | 8 |
| 6 | MBConvBlock | 5 | 2064 | 11 |
| 7 | MBConvBlock | 3 | 3456 | 3 |
| 8 | Conv, BN, activation | 1 | 2304 | 1 |