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@adamjstewart adamjstewart released this 08 Sep 21:30
v0.3.1
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adamjstewart Adam J. Stewart
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TorchGeo 0.3.1 Release Notes

This is a bugfix release. There are no new features or API changes with respect to the 0.3.0 release.

Dependencies

  • pytorch-lightning: add 1.9 support (#697, #771)
  • radiant-mlhub: 0.5 not yet supported (#711)
  • segmentation-models-pytorch: add 0.3 support (#692)
  • setuptools: add 65 support (#715, #753)
  • torchvision: fix 0.12 pretrained model support (#761)

DataModules

  • Fix rounding bugs in train/val/test split sizes (#675, #679, #736)

Datasets

  • Fix rounding bugs leading to inconsistent image shapes in vector datasets (#674, #675, #679, #736)
  • IDTReeS: fix (x, y) coordinate swap in boxes (#683, #684)
  • IDTReeS: clip boxes to bounds of image (#684, #760)
  • Sentinel-2: add support for files downloaded from USGS EarthExplorer (#505, #754)
  • Sentinel-2: prevent dataset from loading bands at different resolutions (#754)
  • Sentinel-2: support loading even when band B02 is not present (#754)

Samplers

  • GridGeoSampler: adjust stride of last row/col to sample entire ROI (#431, #448, #630)

Transforms

  • NDVI: fix computation, we were computing the negative (#713, #714)
  • SWI: fix band names (#714)

Documentation

API docs:

  • USAVars is a regression dataset (#699)

Tutorials:

  • Use IntersectionDataset in sampler (#707)
  • Custom Raster Datasets: complete overhaul with real data (#766, #772)
  • Trainers: optional datasets required (#759)
  • Transforms: replace cell magic with shell command (#756)
  • Transforms: fix GPU usage (#763, #767)
  • Clean up file names, execution counts, and output (#770)

Contributors

This release is thanks to the following contributors:

Contributors

calebrob6, TCherici, and 4 other contributors
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