Dose it need to transfer pretrained discriminator when transfer learning for GAN?

eriklindernoren / PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

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Dose it need to transfer pretrained discriminator when transfer learning for GAN? #146

Open micklexqg opened 3 years ago

micklexqg commented 3 years ago

I need to use transfer learning for gan. I wonder if the pretrained discriminator need to be transferred or is it ok to only transfer the pretrained generator?

ManoharSai2000 commented 3 years ago

I have the same doubt! and my dataset size is only 240 images

chandragupta0001 commented 3 years ago

i think you need both, that's the point in adversarial learning. neither Generator nor Discriminator should beat each other by large margin, they both learn progressively