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hubert0527 / COCO-GAN

COCO-GAN: Generation by Parts via Conditional Coordinating (ICCV 2019 oral)
https://hubert0527.github.io/COCO-GAN/
MIT License
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Problems about the CelebA dataset #16

Closed LGYoung closed 3 years ago

LGYoung commented 3 years ago

Hi, I also try to test your model on my costume dataset. One question about your testing procedure: Do you split the CelebA( or CelebA-64*64) dataset for training and testing, and precalculate the fid-stat on the testing part? Or do you pre-calculate the fid-stat on the whole dataset, train the model using the whole dataset, and compare the statistics of fake samples with the pre-calculated fid-stat?

hubert0527 commented 3 years ago

At the time of research, I do split train-test sets, train on training set then test on the test set. But recent research in GANs does not really need that, since the train/test distribution difference is really small, and the FID does not have significant differences.