SKTBrain / DiscoGAN

Official implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
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Model collapse #17

Open lucabergamini opened 6 years ago

lucabergamini commented 6 years ago

I've trained the complete model (A-->B and B->A) on the CELEBA training set, split between males and females (50k images per group) with images resized to 76x76 and random 64x64 crop. After approximatively 300 epochs the model fully collapsed: schermata del 2018-01-31 10 26 58

While not having the reported quality (in terms of definition on both domains) even before. Anyone else experiencing similar issues?