Table 4 EfficientNet B0 architecture.
From: Attention-Enhanced CNNs and transformers for accurate monkeypox and skin disease detection
Stage | Operator | Repeats | Kernel Size | Stride | Input Channels | Output Channels | Expansion Factor |
|---|---|---|---|---|---|---|---|
Stem | Conv2D | 1 | 3 × 3 | 2 | 3 | 32 | - |
1 | MBConv1 | 1 | 3 × 3 | 1 | 32 | 16 | 1 |
2 | MBConv6 | 2 | 3 × 3 | 2 then 1 | 16 | 24 | 6 |
3 | MBConv6 | 2 | 5 × 5 | 2 then 1 | 24 | 40 | 6 |
4 | MBConv6 | 3 | 3 × 3 | 2 then 1 | 40 | 80 | 6 |
5 | MBConv6 | 3 | 5 × 5 | 1 | 80 | 112 | 6 |
6 | MBConv6 | 4 | 5 × 5 | 2 then 1 | 112 | 192 | 6 |
7 | MBConv6 | 1 | 3 × 3 | 1 | 192 | 320 | 6 |
Head | 1 × 1 Conv | 1 | 1 × 1 | - | 320 | 1280 | - |
