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menyifang / ADGAN

The Implementation of paper "Controllable Person Image Synthesis with Attribute-Decomposed GAN" CVPR 2020 (Oral); Pose and Appearance Attributes Transfer;
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What's the meaning of fc layer after style code? #14

Open genghisun opened 4 years ago

genghisun commented 4 years ago

https://github.com/menyifang/ADGAN/blob/4dd70649ad136829b92dd6a1a823af7594a0220f/models/model_adgen.py#L37-L40

I noticed that you add an LinearBlock after obtain the style code by encoding every part of an image and its segment, It seems that this part is not mentioned in the paper. Can you explain why you do that?

thunanguyen commented 3 years ago

It is already commented in the code (at line 30) and it is the fusion module mentioned in the paper to recombined the style codes of different parts

Edit: Sorry, I have mistaken your question. I think that LinearBlock is the affine layer in AdaIN (you can see this in StyleGANv1) to match the dimension of the feature in the main branch