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TreeSatAI: Add new dataset #2402

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adamjstewart
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@adamjstewart adamjstewart commented Nov 10, 2024 •
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TODO:

  • Implement dataset
  • Implement data module
  • Add docs
  • Add tests
  • Add support for regression?
  • Add support for semantic segmentation?
  • Add support for keypoint detection?
  • Add support for 200m images?
  • Add time series extension?

@ando-shah @nilsleh

@cgava25 Thanks for making your dataset public and for the excellent documentation! Hopefully this PR will make your dataset even easier to use for the ML community. Let me know if you have any suggestions for ways in which the data loaders should be modified.

treesatai

@adamjstewart adamjstewart added this to the 0.7.0 milestone Nov 10, 2024
@github-actions github-actions bot added the datasets Geospatial or benchmark datasets label Nov 10, 2024
@github-actions github-actions bot added the documentation Improvements or additions to documentation label Nov 11, 2024
@github-actions github-actions bot added the testing Continuous integration testing label Nov 11, 2024
@github-actions github-actions bot added the datamodules PyTorch Lightning datamodules label Nov 11, 2024
ando-shah
ando-shah approved these changes Nov 24, 2024
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Works as advertised. Would be nice to have timeseries support as a follow-on

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@ando-shah ando-shah ando-shah approved these changes

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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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