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questions about the input_height and input_width #26

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lzzlxxlsz opened this issue Apr 2, 2019 · 3 comments
Open

questions about the input_height and input_width #26

lzzlxxlsz opened this issue Apr 2, 2019 · 3 comments

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@lzzlxxlsz
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last time,I use my data with the size of 15441284,and I resized it with 178218 as the celeba dataset,but the result is not good.The generated picture is not clear,so I want to ask how to choose the size of data

@LeeDoYup
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LeeDoYup commented Apr 2, 2019

When you train the GAN with your own data, hyperparameter tuning is needed.
(because GAN is very sensitive to dataset and hyperparameters)

@lzzlxxlsz
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Thanks,that is to say,I don't need to resize my dataset,but when I set the input_height and width with a big size,it dosen't work.Another question is that the picture would lost some information after crop in the training test ,if I want the GAN learn the whole picture ,do I need crop?

@lzzlxxlsz
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Sorry,I wonder the hyperparameter, does it contains the learning rate,beta1 and other? Thanks for you if you could explain more detail,and I am feel confused about what aspects should I adjust to suit my dataset

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