Table 7 Xception design hierarchical framework.
From: Attention-Enhanced CNNs and transformers for accurate monkeypox and skin disease detection
Stage | Operation | Repeats | Output/Notes |
|---|---|---|---|
Entry Flow | 3 × 3 Conv, s = 2 | 1 | 32 filters |
3 × 3 Conv, s = 1 | 1 | 64 filters | |
Separable Conv + Residual Block | 2 | 128 filters | |
Separable Conv + Residual Block | 1 | 256 filters | |
Separable Conv + Residual Block | 1 | 728 filters | |
Middle Flow | Separable Conv + Residual Block | 8 | 728 filters |
Exit Flow | Separable Conv, s = 1 | 1 | 1024 filters |
Separable Conv, s = 1 | 1 | 1536 filters | |
Separable Conv, s = 1 | 1 | 2048 filters |
