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Pull requests: microsoft/torchgeo
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Add AutoregressionTask
datamodules
PyTorch Lightning datamodules
datasets
Geospatial or benchmark datasets
documentation
Improvements or additions to documentation
models
Models and pretrained weights
testing
Continuous integration testing
trainers
PyTorch Lightning trainers
Remove default std normalization value in base class
backwards-incompatible
Changes that are not backwards compatible
datamodules
PyTorch Lightning datamodules
SSL4EO-S12: add automatic download support
datasets
Geospatial or benchmark datasets
testing
Continuous integration testing
Trainers: support nn.Module as input
testing
Continuous integration testing
trainers
PyTorch Lightning trainers
#2614
opened Feb 28, 2025 by
adamjstewart
•
Draft
1 of 2 tasks
Add SenBench-AQ-NO2-S5P and SenBench-AQ-O3-S5P datasets from SentinelBench
datasets
Geospatial or benchmark datasets
GeoDatasets should use separate values for x and y resolution
datasets
Geospatial or benchmark datasets
dependencies
Packaging and dependencies
samplers
Samplers for indexing datasets
testing
Continuous integration testing
enabled branch coverage
dependencies
Packaging and dependencies
#2595
opened Feb 20, 2025 by
Arjun-Walia
•
Draft
Datasets: always return sample = dict[str, Tensor]
backwards-incompatible
Changes that are not backwards compatible
datamodules
PyTorch Lightning datamodules
datasets
Geospatial or benchmark datasets
testing
Continuous integration testing
trainers
PyTorch Lightning trainers
transforms
Data augmentation transforms
#2567
opened Feb 8, 2025 by
adamjstewart
•
Draft
Drop support for Python 3.10
datasets
Geospatial or benchmark datasets
dependencies
Packaging and dependencies
testing
Continuous integration testing
trainers
PyTorch Lightning trainers
Add WorldStrat dataset
datasets
Geospatial or benchmark datasets
documentation
Improvements or additions to documentation
testing
Continuous integration testing
Add iSAID dataset
datasets
Geospatial or benchmark datasets
documentation
Improvements or additions to documentation
testing
Continuous integration testing
Add AI4ArcticSeaIce dataset.
datasets
Geospatial or benchmark datasets
documentation
Improvements or additions to documentation
testing
Continuous integration testing
Add DynamicEarthNet dataset
datasets
Geospatial or benchmark datasets
documentation
Improvements or additions to documentation
testing
Continuous integration testing
Add formal governance
documentation
Improvements or additions to documentation
#2514
opened Jan 13, 2025 by
adamjstewart
•
Draft
Enable branch coverage in pytest by updating pyproject.toml
dependencies
Packaging and dependencies
#2510
opened Jan 9, 2025 by
TheHillofSunflowers
•
Draft
[WIP] temporal transform: rearrange temporal and channel dimensions
transforms
Data augmentation transforms
GlobalBuildingMap: add new dataset
datasets
Geospatial or benchmark datasets
documentation
Improvements or additions to documentation
testing
Continuous integration testing
Add datasets + samplers tutorial
documentation
Improvements or additions to documentation
#2455
opened Dec 6, 2024 by
hfangcat
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