v0.5.1

版本发布时间: 2023-11-11 00:46:48

microsoft/torchgeo最新发布版本:v0.6.1(2024-10-11 02:22:20)

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.

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

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)

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)

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

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)

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)

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

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