| Layers | Output Size | Sphereface-4 | Sphereface-10 | MobileNet-4 | MobileNet-10 | |
|---|---|---|---|---|---|---|
| Conv1.x | 56X48 | [3x3,64]conv,stride=2 | [3x3,64]conv,stride=2 | [3x3,64]conv,stride=2 | [3x3,64]conv,stride=2 | |
| Conv2.x | 28X24 | [3x3,128]conv,stride=2 | [3x3,128]conv,stride=2 [3x3,128]conv [3x3,128]conv |
[3x3,64]conv,stride=2 [1X1,128]conv |
[3x3,128]conv,stride=2 [3x3,128]conv [1x1,128]conv [3x3,128]conv [1x1,128]conv |
|
| Conv3.x | 14X12 | [3X3,256]conv,stride=2 |
[3X3,256]conv,stride=2 [3X3,256]conv [3X3,256]conv [3X3,256]conv [3X3,256]conv |
[3X3,256]conv,stride=2 [1x1,512]conv |
[3X3,256]conv,stride=2 [3x3,256]conv [1x1,256]conv [3x3,256]conv [1x1,256]conv [3x3,256]conv [1x1,256]conv [3x3,256]conv [1x1,256]conv |
|
| Conv4.x | 7X6 | [3X3,512]conv,stride=2 | [3X3,512]conv,stride=2 | [3X3,512]conv,stride=2 [1x1,512]conv |
[3X3,512]conv,stride=2 | |
| FC | 7X6 | 512 | 512 | 512 | 512 |
Architectures
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