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Add SKIPP'D Dataset #1267
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Add SKIPP'D Dataset #1267
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datamodules
PyTorch Lightning datamodules
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Geospatial or benchmark datasets
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Apr 19, 2023
adamjstewart
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Apr 19, 2023
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yichiac
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Apr 29, 2023
* add dataset * add datamodule * add unit tests * add docs * requested changes * requested changes * wrong args in docs * args order
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datamodules
PyTorch Lightning datamodules
datasets
Geospatial or benchmark datasets
documentation
Improvements or additions to documentation
testing
Continuous integration testing
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This PR adds the SKIPPD dataset and datamodule with additional information available in their repo. The task is to predict power output from fish-eye images of the sky. They have done two approaches from my understanding:
This dataset version implements approach 1. Once we support Forecasting in torchgeo, I would add the "forecast" version of this dataset.
Dataset Format:
Dataset Features:
The dataset comes with a "trainval" and "test" split:
Examples: