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NoahVl / Explaining-In-Style-Reproducibility-Study

Re-implementation of the StylEx paper, training a GAN to explain a classifier in StyleSpace, paper by Lang et al. (2021).
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Still using centercrop for FFHQ #7

Closed NoahVl closed 2 years ago

NoahVl commented 2 years ago

We have already decided with MNIST we would not use centercrop anymore as it might affect performance by cutting out essential info. I think this can also apply to FFHQ due to the crop possibly cutting out information at the edges such as chin or hair that can help with the gender classification.

Will test this.

NoahVl commented 2 years ago

Same case for the MNIST util that I wrote.

NoahVl commented 2 years ago

As far as I'm aware, no centercrop was used in the end.