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Add code and configs for Fields of the World dataset#272

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favyen2 merged 2 commits intomasterfrom
favyen/20260121-fields-of-the-world
Jan 22, 2026
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Add code and configs for Fields of the World dataset#272
favyen2 merged 2 commits intomasterfrom
favyen/20260121-fields-of-the-world

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@favyen2 favyen2 commented Jan 21, 2026

This is related to the large-scale crop type mapping project.

The PR consists of script to convert their dataset to an rslearn dataset, as well as dataset and model configs. rslp/fields_of_the_world/README.md documents the various scripts.

@Hgherzog this could be useful to include as eval task. It is just cropland segmentation though.

This depends on allenai/rslearn#439 where I added a small change to allow nodata_val, it isn't used in rslearn but I think it is still worthwhile to add there so that users of GeotiffRasterFormat can write rasters while setting a nodata value?

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LGTM!

@favyen2 favyen2 merged commit 117f238 into master Jan 22, 2026
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@favyen2 favyen2 deleted the favyen/20260121-fields-of-the-world branch January 22, 2026 21:34
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