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Small datasets

Open e-271 opened this issue 5 years ago • 2 comments

Hello, Thank you for this work! I was wondering if you have some instructions for preparing the small datasets that you used to transfer on? For example, it seems you use a small aligned subset of the animefaces dataset. I also wonder if you resize all of these datasets to a common 256x256 resolution, since you are transferring from ImageNet. Thank you!

Edit: Do you use the small datasets from here? https://github.com/apple2373/pytorch-small-dataset-image-generation/tree/master/data

e-271 avatar Feb 11 '20 16:02 e-271

Hi @e-271 Were you able to prepare data as it looks in the paper?

Puneet2000 avatar May 23 '20 13:05 Puneet2000

I am applying BigGAN on the face dataset https://github.com/apple2373/pytorch-small-dataset-image-generation/tree/master/data from above. I will let you know.

One thing to note is that we don't know the best hyperparameters; the readme.md just says "Clean codes and optimal hyperparameters will be available soon."

datduong avatar Jan 14 '21 19:01 datduong