| Block N0. (i) | Layer (Fi ( )) | Resolution (Hi x Wi) | No. of Layers (Li) |
|---|---|---|---|
| 1 | Conv 3x3 | 300x300 | 1 |
| 2 | MBConv1, 3x3 | 150x150 | 2 |
| 3 | MBConv6, 3x3 | 150x150 | 3 |
| 4 | MBConv6, 5x5 | 75x75 | 3 |
| 5 | MBConv6, 3x3 | 38x38 | 5 |
| 6 | MBConv6, 5x5 | 19x19 | 5 |
| 7 | MBConv6, 5x5 | 10x10 | 6 |
| 8 | MBConv6, 3x3 | 10x10 | 2 |
| 9 | Conv 1x1 | 10x10 | 1 |
| 10 | Global Pooling | 10x10 | 1 |
| 11 | Dense layer | 10x10 | 1 |