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Add SODA-A dataset #2575

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Add SODA-A dataset #2575

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a96ddd1
soda
nilsleh Feb 10, 2025
2597688
plotting
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legend loc
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tests
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tests
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import skip
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Merge branch 'main' into sodaa
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requests
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6 changes: 6 additions & 0 deletions docs/api/datasets.rst
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Expand Up @@ -463,6 +463,12 @@ So2Sat

.. autoclass:: So2Sat


SODAA
^^^^^

.. autoclass:: SODAA

SpaceNet
^^^^^^^^

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1 change: 1 addition & 0 deletions docs/api/datasets/non_geo_datasets.csv
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Expand Up @@ -49,6 +49,7 @@ Dataset,Task,Source,License,# Samples,# Classes,Size (px),Resolution (m),Bands
`SKIPP'D`_,R,"Fish-eye","CC-BY-4.0","363,375",-,64x64,-,RGB
`SkyScript`_,IC,"NAIP, orthophotos, Planet SkySat, Sentinel-2, Landsat 8--9",MIT,5.2M,-,100--1000,0.1--30,RGB
`So2Sat`_,C,Sentinel-1/2,"CC-BY-4.0","400,673",17,32x32,10,"SAR, MSI"
`SODAA`_,OD,Aerial,"CC-BY-SA","2513",9,"varying","RGB"
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Suggested change
`SODAA`_,OD,Aerial,"CC-BY-SA","2513",9,"varying","RGB"
`SODA`_,OD,Aerial,"CC-BY-SA","2513",9,"varying","RGB"

I see CC-BY-SA here, but I wish we knew which CC-BY-SA version. I usually use a size range instead of "varying".

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@shaunyuan22 do you know?

P.S. We are adding TorchGeo data loaders for your excellent SODA-A dataset, hopefully this makes it even easier for people to use and cite your paper!

`SpaceNet`_,I,WorldView-2/3 Planet Lab Dove,"CC-BY-SA-4.0","1,889--28,728",2,102--900,0.5--4,MSI
`SSL4EO`_-L,T,Landsat,"CC0-1.0",1M,-,264x264,30,MSI
`SSL4EO`_-S12,T,Sentinel-1/2,"CC-BY-4.0",1M,-,264x264,10,"SAR, MSI"
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Binary file added tests/data/soda/Annotations.zip
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133 changes: 133 additions & 0 deletions tests/data/soda/Annotations/test/00006.json
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85 changes: 85 additions & 0 deletions tests/data/soda/Annotations/test/00007.json
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85 changes: 85 additions & 0 deletions tests/data/soda/Annotations/train/00001.json
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