Updates to SustainBenchCropYield dataset #1756
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calebrob6
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Dec 4, 2023
nilsleh
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Dec 4, 2023
adamjstewart
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Dec 7, 2023
isaaccorley
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* Updating download, fixing __getitem__ speed * Formatting * Update torchgeo/datasets/sustainbench_crop_yield.py
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Fixes #1754 -- the whole dataset is only 291Mb so we can safely load all of this in the constructor then just access it in
__getitem__(this also only takes a few seconds at most).This PR also updates the dataset to download the "soybeans_updated.zip" file from https://drive.google.com/drive/folders/1hsp2PlXAgcQ0pbx_vvPKHZcj_Am3rWx4 which appears to be the version of the dataset that the benchmark results reported here https://sustainlab-group.github.io/sustainbench/leaderboard/#crop-yield-prediction are based off of.
@chrisyeh96 in case you are interested!