5,337
edits
StyleGAN: Difference between revisions
→Mapping Network
| Line 12: | Line 12: | ||
===Mapping Network=== | ===Mapping Network=== | ||
The goal of the mapping network is to generate | The goal of the mapping network is to generate a latent vector <math>w</math>.<br> | ||
This | This latent <math>w</math> is used by the synthesis network as input the each AdaIN block.<br> | ||
Before each AdaIN block, a learned affine transformation converts <math>w</math> into a "style".<br> | |||
The mapping network <math>f</math> consists of 8 fully connected layers with leaky relu activations at each layer.<br> | The mapping network <math>f</math> consists of 8 fully connected layers with leaky relu activations at each layer.<br> | ||
The input and output of this vector is an array of size 512.<br> | The input and output of this vector is an array of size 512.<br> | ||