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Published 20 hours ago • verified publisher icon aitorzip

question for the dataset structur

Open lucafei opened this issue 4 years ago • 2 comments

hi, i have a question for the dataset structure, because i'm new to the GAN, so i want to ask, the images from domain A and B must be one to one matched? another question is the number of images in domain A and domain B must be same?

lucafei avatar Nov 14 '20 23:11 lucafei

As stated in the paper the input images do not have to be pairs. This is actually one of the main advantages of CycleGan.

BenBausch avatar Jan 01 '21 22:01 BenBausch

As stated in the paper the input images do not have to be pairs. This is actually one of the main advantages of CycleGan.

Hi, how is it possible to adapt the architecture for GTA sim10k to cityscape? GTA has 10k images and cityscape train has about 3k images, How could I adapt the architecture to fit for the unbalanced dataset? @aitorzip @BenBausch

SeucheAchat9115 avatar Feb 10 '21 10:02 SeucheAchat9115