Table 2 MobileNet network structure.
| Â | Type | Stride | Filter shape |
|---|---|---|---|
|  | Conv | s2 | 3 × 3 × 3 × 32 |
|  | Conv dw | s1 | 3 × 3 × 32 |
|  | Conv | s1 | 1 × 1 × 32 × 64 |
|  | Conv dw | s2 | 3 × 3 × 64 |
|  | Conv | s1 | 1 × 1 × 64 × 128 |
|  | Conv dw | s1 | 3 × 3 × 128 |
|  | Conv | s1 | 1 × 1 × 128 × 128 |
|  | Conv dw | s2 | 3 × 3 × 128 |
|  | Conv | s1 | 1 × 1 × 128 × 256 |
|  | Conv dw | s1 | 3 × 3 × 256 |
|  | Conv | s1 | 1 × 1 × 256 × 256 |
|  | Conv dw | s2 | 3 × 3 × 256 |
|  | Conv | s1 | 1 × 1 × 256 × 512 |
5 ×  | Conv dw Conv | s1 s1 | 3 × 3 × 512 1 × 1 × 512 × 512 |
|  | Conv dw | s2 | 3 × 3 × 512 |
|  | Conv | s1 | 1 × 1 × 512 × 1024 |
|  | Conv dw | s2 | 3 × 3 × 1024 |
|  | Conv | s1 | 1 × 1 × 1024 × 1024 |
|  | Avg Pool | s1 | Pool 7 × 7 |
|  | FC | s1 | 1024 × 1000 |
| Â | Softmax | s1 | Classifier |
