Poverty Train and Val transforms

[juanelenter]

The WILDS paper claims to normalize and augment samples from the Poverty dataset in training. But this official repo and this non-official one do not apply any transformation. What is recommended?

Thanks

[sangmichaelxie]

At least as of v1.2.2, we do the augmentation: https://github.com/p-lambda/wilds/blob/6d96cff360018bdb7c0863ba3976f7fa646aaaab/examples/transforms.py#L99

And the normalization occurs during preprocessing: https://github.com/p-lambda/wilds/blob/472677590de351857197a9bf24958838c39c272b/dataset_preprocessing/poverty/convert_poverty_to_npy.py#L35

However I'm not sure about how the v2 codepath works. @teetone @kohpangwei