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Add FMNIST and GTS datasets #1

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May 30, 2019
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max-andr
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Hi,
I added FMNIST and GTS datasets (based on this request robust-ml/robust-ml.github.io#5).
In my implementation, I directly use the official sources for both FMNIST and GTS.

Note that for GTS I apply 32x32 resizing of the original images that are of different size originally - from 15x15 to 200x200. I'm not aware of any established standard regarding the unified size of GTS used in the literature (well, in fact, this dataset is used not so often). Therefore, we decided to just make it comparable to the size of CIFAR-10. This preserves all the necessary details in the images.

Thanks.

@anishathalye
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Thank you for your patience! This is now merged.

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2 participants