Closed aditya-gupta-04 closed 1 year ago
Padding size probably didn't impact on receptive field of discriminator. Receptive field size stems from layers kernel size and stride size. This post provide good explanation of the idea (it consider different architecture, but main idea the same): https://sahiltinky94.medium.com/understanding-patchgan-9f3c8380c207
IMHO, Padding give us ability consider even 70x70 images as several patches, where each have some spacial offset (i.e. patches may partially lying outside the image), and thus we can even pass 24x24 input tensor.
Patch discriminator was originally 24 x 24 patches due to padw = 1 updated padw = 0 to make 70 x 70 patch size discriminator