QuakeSet dataset #1997
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QuakeSet dataset #1997
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Drop in coverage is real, you're missing coverage for ImportError |
nilsleh
reviewed
Apr 16, 2024
It only took a few hours to get reported 🫠 |
nilsleh
previously approved these changes
Apr 17, 2024
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@adamjstewart Seems like the classification task tests don't like "validation" as a split but I'm not seeing where it's being fixed for so2sat |
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We should probably rethink the splits because in torchgeo.datamodules.geo we are hardcoding the setup method to use |
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Any chance we could get this merged today? The competition has already started. |
adamjstewart
approved these changes
Apr 19, 2024
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This PR adds the QuakeSet dataset from the paper "QuakeSet: A Dataset and Low-Resource Models to Monitor Earthquakes through Sentinel-1", Cambrin et al.. This is also the dataset that will be used for the new ECML-PKDD 2024 Seismic Analysis
Sample plots (plotting (VV, VH, VV / VH) as RGB false color image:
and Monitoring Challenge (SMAC).
@DarthReca @nilsleh