Table 1 MobilenetV2 network structure table.
From: A study on expression recognition based on improved mobilenetV2 network
Number | t | Inputs | Stride | n | Outputs | Framework | Reverse fusion | SEnet |
|---|---|---|---|---|---|---|---|---|
1 | – | 3 × 48 × 48 | 2 | 6 | 16 × 24 × 24 | Conv2d 3*3 | ||
2 | 2 | 16 × 24 × 24 | 2 | 2 | 24 × 12 × 12 | block | √ | √ |
3 | 6 | 24 × 12 × 12 | 1 | 3 | 32*6*6 | block | √ | |
4 | 6 | 32*6*6 | 1 | 3 | 64*3*3 | block | √ | |
5 | 6 | 64*3*3 | 1 | 4 | 96*3*3 | block | √ | |
6 | 6 | 96*3*3 | 1 | 2 | 160*2*2 | block | √ | √ |
7 | 6 | 160*2*2 | 1 | 3 | 320*2*2 | block | √ | |
8 | – | 320*2*2 | 1 | 1 | 320*1*1 | Avgpool2d | ||
9 | – | 320*1*1 | 1 | 1 | k | Conv2d 1*1 |
