Table 1 Network structure of the Inception-v3 model
From: Application of a modified Inception-v3 model in the dynasty-based classification of ancient murals
Type | Patch size/stride | Input size |
|---|---|---|
conv | 3 × 3/2 | 299 × 299 × 3 |
conv | 3 × 3/1 | 149 × 149 × 32 |
conv | 3 × 3/1 | 147 × 147 × 32 |
pool | 3 × 3/2 | 147 × 147 × 64 |
conv | 3 × 3/1 | 73 × 73 × 64 |
conv | 3 × 3/2 | 71 × 71 × 80 |
conv | 3 × 3/1 | 35 × 35 × 192 |
3 × Inception | —— | 35 × 35 × 288 |
5 × Inception | —— | 17 × 17 × 768 |
2 × Inception | —— | 8 × 8 × 1280 |
pool | 8 × 8 | 8 × 8 × 2048 |
linear | logits | 1 × 1 × 2048 |
softmax | classifier | 1 × 1 × 1000 |