Not generating correct images

I am trying to generate simpsons faces dataset from kaggle. I think I’ve done all correct. even after 50 epochs it is not generating faces, it just generate random noise. Please see.
My code - https://www.kaggle.com/muniyal/simpson-faces?scriptVersionId=18171592

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