How many pictures is the training dataset required for the model?

jerryli27 / TwinGAN

Twin-GAN -- Unpaired Cross-Domain Image Translation with Weight-Sharing GANs

Apache License 2.0

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How many pictures is the training dataset required for the model? #29

Closed wyixiang closed 5 years ago

wyixiang commented 5 years ago

If I want to train a picture translation model myself, how to set the size of the data set? I mean, how many pictures from celeba and how many pictures from the anime data set are required to train the model.

jerryli27 commented 5 years ago

I used 10k+ for anime and around 6k for cats. Numbers may not be exact but on the same order of magnitude.

wyixiang commented 5 years ago

Thank you for your quick reply！