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BigEarthNet Splits #221

Merged
merged 9 commits into from
Nov 5, 2021
Merged

BigEarthNet Splits #221

merged 9 commits into from
Nov 5, 2021

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isaaccorley
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  • Adds official train/val/test splits to BigEarthNet
  • Adds option to use original 43 classes or updated 19 classes
  • Updates configs/tests/datamodules

@isaaccorley isaaccorley self-assigned this Nov 4, 2021
@isaaccorley isaaccorley added the datasets Geospatial or benchmark datasets label Nov 4, 2021
calebrob6
calebrob6 previously approved these changes Nov 4, 2021
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The trainer is currently hardcoded with 43 classes, can probably sort that out later

@isaaccorley
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The trainer is currently hardcoded with 43 classes, can probably sort that out later

Ahh yeah I need to make another PR to modify the tasks.

adamjstewart
adamjstewart reviewed Nov 5, 2021
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One small change and this is ready to go!

tests/datasets/test_bigearthnet.py Outdated Show resolved Hide resolved
@adamjstewart adamjstewart enabled auto-merge (squash) November 5, 2021 16:06
@adamjstewart adamjstewart merged commit 4257aec into microsoft:main Nov 5, 2021
@isaaccorley isaaccorley deleted the datasets/bigearthnet-splits branch November 10, 2021 02:16
@adamjstewart adamjstewart added this to the 0.1.0 milestone Nov 20, 2021
yichiac pushed a commit to yichiac/torchgeo that referenced this pull request Apr 29, 2023
@isaaccorley @adamjstewart
BigEarthNet Splits (microsoft#221)
29d0bf4 
* adds split files, new classes, and refactors to speed up loading

* update bigearthnetdatamodule and tests

* update configs

* merge

* force add split files

* fix docstring

* fix docstrings x2

* fix docstrings x3

* Reduce total testing time

Co-authored-by: Adam J. Stewart <ajstewart426@gmail.com>
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@adamjstewart adamjstewart adamjstewart approved these changes

@calebrob6 calebrob6 calebrob6 left review comments

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@isaaccorley isaaccorley

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datasets Geospatial or benchmark datasets
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@isaaccorley @calebrob6 @adamjstewart