Table 5 MFRANet internal hyperparameter.
Layer Number | Base-Kernel layer | Hierarchical multi-scale blocks | Output Shape | Layer type | ||
|---|---|---|---|---|---|---|
Kernel | Stride | Scale | Width | (L,C) | ||
0 | – | – | – | – | (1024,1) | Input |
1 | 32 | 2 | 4 | 16 | (512,64) | MDSCMod |
2 | – | – | – | – | (512,64) | ERCAMod |
3 | 16 | 2 | 4 | 16 | (256,64) | MDSCMod |
4 | – | – | – | – | (256,64) | ERCAMod |
5 | 16 | 2 | 4 | 32 | (128,128) | MDSCMod |
6 | – | – | – | – | (128,128) | ERCAMod |
7 | 8 | 2 | 4 | 32 | (64,128) | MDSCMod |
8 | – | – | – | – | (64,128) | ERCAMod |
9 | 4 | 2 | 4 | 64 | (32,256) | MDSCMod |
10 | – | – | – | – | (32,256) | ERCAMod |
11 | – | – | – | – | (1256) | GAP |
12 | – | – | – | – | (1256) | EAMod |
13 | – | – | – | – | ClassNum | SoftMax |
