v0.6.2

TorchGeo 0.6.2 Release Notes

This is a bugfix release. There are no new features or API changes with respect to the 0.6.1 release.

This release doubles the number of TorchGeo tutorials, making it easier than ever to learn TorchGeo! All tutorials have been reorganized as follows:

• Getting Started: background material on PyTorch, geospatial data, and TorchGeo
• Basic Usage: basic concepts and components of TorchGeo and how to use them
• Case Studies: end-to-end workflows for common remote sensing use cases
• Customization: customizing TorchGeo to meet your needs, and contributing back those changes

If you have a use case that is not yet documented, please consider contributing a new Case Study tutorial!

Dependencies

• pyvista: no support for VTK 9.4 yet (#2431)
• rasterio: 1.4.3+ is now supported (#2442)

Datasets

• Chesapeake 7/13: remove references to removed classes (#2388)
• Chesapeake CVPR: fix download link (#2445)
• EuroSAT: fix order of Sentinel-2 bands (#2480)
• EuroSAT: redistribute split files on Hugging Face (#2432)
• Forest Damage: fix _verify docstring (#2401)
• Million-AID: fix _verify docstring (#2401)
• UC Merced: redistribute split files on Hugging Face (#2433)
• Utilities: remove defaultdict from collation functions (#2398)

Models

• Add bands metadata to all pre-trained weights (#2376)

Scripts

• SSL4EO: Sentinel-2 name changed on GEE (#2421)

Tests

• CI: more human-readable cache names (#2426)
• Models: test that bands match expected dimensions (#2383)

Documentation

• Docs: update alternatives (#2437)
• Docs: reorganize tutorial hierarchy (#2439)
• Add Introduction to PyTorch tutorial (#2440, #2467)
• Add Introduction to Geospatial Data tutorial (#2446, #2467)
• Add Introduction to TorchGeo tutorial (#2457)
• Add TorchGeo CLI tutorial (#2479)
• Add Earth Surface Water tutorial (#960)
• Add contribution tutorial for Non-Geo Datasets (#2451, #2469)
• Add contribution tutorial for Data Modules (#2452)
• Add consistent author and copyright info to all tutorials (#2478)
• Update tutorial for transforms and pretrained weights (#2454)
• README: correct syntax highlighting for console code (#2482)
• README: root -> paths for GeoDatasets (#2438)

Contributors

This release is thanks to the following contributors:

@adamjstewart
@calebrob6
@cordmaur
@giswqs
@hfangcat
@InderParmar
@lhackel-tub
@nilsleh
@yichiac