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@nilsleh nilsleh released this 10 Nov 16:46
· 45 commits to releases/v0.5 since this release
v0.5.1
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TorchGeo 0.5.1 Release Notes

This is a bugfix release. There are no new features or API changes with respect to the 0.5.0 release.

Datamodules

  • EuroSAT: make channel normalization statistics responsive to dynamic band selection (#1634, #1681)

Datasets

  • AGB Live Woody Biomass: update download link for dataset (#1679, #1713)
  • EuroSAT: remove classes attribute and instead rely on ImageFolder classes (#1648, #1650)
  • OSCD: change image datatype be float instead of int (#1652, #1656)
  • RESICS45: remove classes attribute and instead rely on ImageFolder classes (#1648, #1650)
  • UC Merced: fix plotting which expects images from dataset to be normalized already (#1712)
  • UC Merced: remove classes attribute and instead rely on ImageFolder classes (#1648, #1650)
  • GeoDataset: check if the path points to a Virtual File System, to prevent error of looking and not finding the paths locally (#1605, #1612)
  • GeoDatasets: consistent use of paths argument instead of root in RuntimeError of several datasets (#1704, #1717)

Trainers

  • During logging, trainers were expecting a datamodule with plot functionality, which was preventing trainers from being used with custom Pytorch Dataloaders (#1703)
  • Remove default callback configurations of trainers and leave it to user instead (#1640, #1641, #1642, #1645, #1647)
  • Skip weights and augmentations when saving hparams, allowing these parameters to be changed (#1622, #1639, #1670)

Scripts

  • Solve logging conflict by allowing config.yaml file to be overwritten (#1621, #1625)

Tests

  • Greatly reduce memory footprint of CI which was causing PR tests to fail (#1658)
  • Copy testing csv file instead of downloading it for MapInWild dataset test (#1657)
  • Fix choco install unrar in CI by using 7zip instead of unrar (#1697)
  • CI: use unique names for release caches (#1723)

Documentation

  • README: update SemanticSegmentationTask example with arguments introduced in 0.5 (#1608)
  • README: add section on LightningCLI usage with torchgeo (#1626, #1628)
  • README: add section on availability of pretrained weights in torchgeo (#1716)
  • BioMassters: fix typo in docs' overview table of non-geo datasets (#1718)
  • SSL4EO-L Benchmark: add dataset information to documentation (#1719)

Contributors

This release is thanks to the following contributors (in alphabetical order):

@adamjstewart
@ashnair1
@dylanrstewart
@kaybe20
@menglutao
@nilsleh
@pioneerHitesh
@robmarkcole

Contributors

robmarkcole, adamjstewart, and 6 other contributors
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