Table 5 MobileNet V2 layers architecture.
From: Attention-Enhanced CNNs and transformers for accurate monkeypox and skin disease detection
Stage | Block | Repeats | Kernel Size | Output Channels | Expansion Factor |
---|---|---|---|---|---|
Stem | Conv2D (3 × 3) | 1 | 3 × 3 | 32 | - |
1 | Bottleneck | 1 | 3 × 3 | 16 | 1 |
2 | Bottleneck | 2 | 3 × 3 | 24 | 6 |
3 | Bottleneck | 3 | 3 × 3 | 32 | 6 |
4 | Bottleneck | 4 | 3 × 3 | 64 | 6 |
5 | Bottleneck | 3 | 3 × 3 | 96 | 6 |
6 | Bottleneck | 3 | 3 × 3 | 160 | 6 |
7 | Bottleneck | 1 | 3 × 3 | 320 | 6 |
Head | Conv2D (1 × 1) | 1 | 1 × 1 | 1280 | - |