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LynnHo / EigenGAN-Tensorflow

EigenGAN: Layer-Wise Eigen-Learning for GANs (ICCV 2021)
MIT License
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maximum of n_traversal? #7

Closed Shelomith closed 2 years ago

Shelomith commented 2 years ago

Hi, Thanks for your great work!

I'd like to know What is the Maximum value of parameter 'n_traversal' when I test on Celeb-A dataset generator?

LynnHo commented 2 years ago

@Shelomith n_traversal different persons/identities will be produced.

Shelomith commented 2 years ago

Yep, the Celeb-A dataset (used for training) contains 10K identities. Does it mean that, if I change the n_traversal value, the generator can produce more than 10K different fake identities?

LynnHo commented 2 years ago

@Shelomith An ideal generator should be able to produce infinite identities. However, limited to the finite data, we don't know the maximum number of identities a generator can produce. It is a novel question.

From my perspective, the generator can produce more than 10K identities for CelebA; but it should be carefully verified.