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Add resisc45 and update eurosat datasets #464

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@normster normster commented Nov 1, 2021

Hi @QuentinDuval,

I implemented the RESISC45 dataset script and added random sampling to the eurosat dataset. OpenAI shared some details about these two datasets here but the 10% train split for RESISC45 is very small, so I just used the VTAB percentages, combining train + val into train.

Norman

@facebook-github-bot facebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Nov 1, 2021
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Thanks a lot @normster !

That's an excellent contributions to VISSL, a very important dataset to have in the VISSL library.

I wrote a few comments as potential improvement, but it's great work overall.

Thanks again :)

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Adding a few ideas that could be done inside this PR or in a different one:

  • completing the dataset_catalog.json to have an (empty) entry for the dataset
  • adding configuration files in the linear evaluation benchmarks folder to run a benchmark on this dataset

Feel free to complete this one if you want to tackle those or else we can manage it on our side afterwards.

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@prigoyal has imported this pull request. If you are a Facebook employee, you can view this diff on Phabricator.

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@normster has updated the pull request. You must reimport the pull request before landing.

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@prigoyal has imported this pull request. If you are a Facebook employee, you can view this diff on Phabricator.

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3 participants