Table 1 EffcientNet baseline model architecture
\(stage_{i}\) | \(F_{i}\) | \(H_{i} \times W_{i}\) | C i | \(L_{i}\) |
|---|---|---|---|---|
1 | Conv 3\(\times\)3 | 224\(\times\)224 | 32 | 1 |
2 | MBConv1, k3\(\times\)3 | 112\(\times\)112 | 16 | 1 |
3 | MBConv6, k3\(\times\)3 | 112\(\times\)112 | 24 | 2 |
4 | MBConv6, k5\(\times\)5 | 56\(\times\)56 | 40 | 2 |
5 | MBConv6, k3\(\times\)3 | 28\(\times\)28 | 80 | 3 |
6 | MBConv6, k5\(\times\)5 | 14\(\times\)14 | 112 | 3 |
7 | MBConv6, k5\(\times\)5 | 14\(\times\)14 | 192 | 4 |
8 | MBConv6, k3\(\times\)3 | 7\(\times\)7 | 320 | 1 |
9 | Conv 1\(\times\)1 & Pooling & FC | 7\(\times\)7 | 1,280 | 1 |