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@calebrob6 calebrob6 released this 11 Apr 21:52
v0.4.1
15c1b25

TorchGeo 0.4.1 Release Notes

This is a bugfix release. There are no new features or API changes with respect to the 0.4.0 release.

Dependencies

Some dependencies have changed:

  • nbmake: 1.3.3+ required now (#1124)
  • omegaconf: now optional (#1214)
  • pytorch-lightning: replaced with lightning (#1178, #1179)
  • sphinx: 6+ not yet supported (#1144)
  • tensorboard: now optional (#1214)
  • pip install torchgeo[all] added, installs all optional dependencies (#1095)

Other dependencies now support newer versions:

  • black: add 23 support (#1080)
  • kornia: add 0.6.10 support (#1123)
  • mypy: add 1 support (#1089)
  • nbsphinx: add 0.9 support (#1173)
  • pandas: add 2 support (#1216)
  • pyvista: add 0.38 support (#1083)
  • radiant-mlhub: add 0.5 support (#1102)
  • scikit-image: add 0.20 support (#1153)
  • setuptools: add 67 support (#1066)
  • torch: add 2 support (#1177)
  • torchvision: add 0.15 support (#1177)

Datamodules

  • SeCo: fix transforms (#1166)

Datasets

Fixes for benchmark datasets:

  • BigEarthNet: fix order of class labels (#1127)
  • CDL: add checksum for 2022 mask (#1201)
  • EuroSAT: fix SSL issue, redistribute on Hugging Face (#1065, #1072)
  • FAIR1M: fix directory name (#1098, #1099)
  • Landsat: better default bands (#1169)
  • UC Merced: redistribute on Hugging Face (#1076)
  • USAVars: fix class labels (#1138)

Fixes for base classes:

  • RasterDataset: fix support for datasets where all_bands does not actually contain all bands (e.g., Landsat) (#1134, #1135)
  • RasterDataset: fix support for datasets where all_bands is not defined and separate_files is False (#1135)
  • RasterDataset: fix bug when separate_files and no date in filename_regex (#1191)
  • RasterDataset: remove unnecessary glob (#1219)
  • RasterDataset: better error message when no data found (#1193)
  • IntersectionDataset: better error message when no overlap (#1192)

Models

There are several improvements to our new pre-trained weights:

  • Add sha256 suffix for security (#1105)
  • Add and improve normalizations (#1119, #1166)

Trainers

  • BYOL: Fix image size to match ViT patch size (#1084)
  • Fix support for loading ViT weights (#1049, #1084)
  • Fix support for non-TensorBoardLogger (#1143, #1145)

Tests

A lot of work in this patch release went towards improving CI:

  • Constrain dependencies to avoid CI hang (#1062)
  • Codecov: use repository upload token (#1077)
  • Cache pip installs (#1057)
  • Cancel in-progress jobs on new commit (#1094) but not the labeler tasks (#1187)
  • Test notebooks when they are modified (#1097)
  • Speed up object detection tests (#1148)
  • Fix tests on macOS arm64 (MPS support) (#1188)
  • Properly test pre-trained model transforms (#1166)
  • Speed up notebook tests (#665, #1124)

Documentation

  • Update the example embedded in the README (#1211)
  • Fix broken URLs throughout the documentation (#1125)
  • Tutorial downloads are now much smaller and faster (#1124)
  • Replace CSV with TensorBoard in Trainer tutorial (#1163, #1189)
  • Fix version selection button (#1144)

Contributors

This release is thanks to the following contributors:

@adamjstewart
@ashnair1
@bugraaldal
@calebrob6
@isaaccorley
@julien-blanchon
@lucastao
@nilsleh
@SpontaneousDuck
@TolgaAktas

Contributors

calebrob6, julien-blanchon, and 8 other contributors
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