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Affine Layers extracted from StyleGAN1 #44

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SarthakJShetty opened this issue Feb 8, 2022 · 1 comment
Open

Affine Layers extracted from StyleGAN1 #44

SarthakJShetty opened this issue Feb 8, 2022 · 1 comment

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@SarthakJShetty
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SarthakJShetty commented Feb 8, 2022 •
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Thank you for open-sourcing this project! We are trying to implement the model, and are trying to better understand the affine_layers variable that is used to generate the synthetic images. What are these layers that are being taken from the pre-trained StyleGAN1 (SG1)? Are they specific hidden layers? Also, if we were to swap this SG1 for our own model, would the corresponding affine_layers be sufficient along with the randomly generated latent variable?

Thank you for your time, we appreciate it!
@DanielTakeshi
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Also curious about this.
Thanks again to anyone who might be able to clarify.

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@DanielTakeshi @SarthakJShetty