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add FireRisk dataset #1265

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merged 17 commits into from
Apr 22, 2023
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isaaccorley
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@isaaccorley isaaccorley commented Apr 18, 2023

This PR adds the FireRisk dataset and datamodule for risk image classification of 320x320 crops from NAIP tiles in .png format with 7 risk categories.

Paper

Some example plots:

firerisk1
firerisk2
firerisk3
firerisk4

@CharmonyShen

@isaaccorley isaaccorley added datasets Geospatial or benchmark datasets datamodules PyTorch Lightning datamodules labels Apr 18, 2023
@isaaccorley isaaccorley added this to the 0.5.0 milestone Apr 18, 2023
@isaaccorley isaaccorley self-assigned this Apr 18, 2023
@github-actions github-actions bot added documentation Improvements or additions to documentation testing Continuous integration testing labels Apr 18, 2023
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@isaaccorley
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I'm not sure why this is failing now. It works fine for me locally.

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Nvm figured it out

isaaccorley and others added 3 commits April 22, 2023 19:35
Co-authored-by: Adam J. Stewart <ajstewart426@gmail.com>
@adamjstewart adamjstewart enabled auto-merge (squash) April 22, 2023 20:42
@adamjstewart adamjstewart merged commit 98d8666 into microsoft:main Apr 22, 2023
@isaaccorley isaaccorley deleted the datasets/firerisk branch April 22, 2023 21:45
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