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Pull requests: microsoft/torchgeo
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Add ChangeDetectionTask
datamodules
PyTorch Lightning datamodules
datasets
Geospatial or benchmark datasets
testing
Continuous integration testing
trainers
PyTorch Lightning trainers
transforms
Data augmentation transforms
Test tutorials on all OSes
documentation
Improvements or additions to documentation
testing
Continuous integration testing
#2419
opened Nov 20, 2024 by
adamjstewart
•
Draft
Custom disaster-based train/test splits for xView2 dataset
datasets
Geospatial or benchmark datasets
documentation
Improvements or additions to documentation
testing
Continuous integration testing
HySpecNet-11k: add new dataset
datamodules
PyTorch Lightning datamodules
datasets
Geospatial or benchmark datasets
documentation
Improvements or additions to documentation
testing
Continuous integration testing
Add configurable metadata file and advanced filtering options for BioMassters dataset
datasets
Geospatial or benchmark datasets
TreeSatAI: Add new dataset
datamodules
PyTorch Lightning datamodules
datasets
Geospatial or benchmark datasets
documentation
Improvements or additions to documentation
testing
Continuous integration testing
Deprecate AugmentationSequential wrapper
dependencies
Packaging and dependencies
testing
Continuous integration testing
transforms
Data augmentation transforms
Update utils.py
datasets
Geospatial or benchmark datasets
#2395
opened Nov 6, 2024 by
lvxiaojie111
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[DRAFT] FLAIR#2 Dataset and Datamodule Integration
datamodules
PyTorch Lightning datamodules
datasets
Geospatial or benchmark datasets
documentation
Improvements or additions to documentation
testing
Continuous integration testing
Added substation segementation dataset
datasets
Geospatial or benchmark datasets
documentation
Improvements or additions to documentation
testing
Continuous integration testing
DataModules: add configurable args to dataloader
datamodules
PyTorch Lightning datamodules
testing
Continuous integration testing
RasterDataset SITS support
datamodules
PyTorch Lightning datamodules
datasets
Geospatial or benchmark datasets
documentation
Improvements or additions to documentation
samplers
Samplers for indexing datasets
testing
Continuous integration testing
Geosampler prechipping
dependencies
Packaging and dependencies
documentation
Improvements or additions to documentation
samplers
Samplers for indexing datasets
testing
Continuous integration testing
#2300
opened Sep 17, 2024 by
sfalkena
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pytest: measure branch coverage
dependencies
Packaging and dependencies
good first issue
A good issue for a new contributor to work on
Add Sample and Batch TypedDicts
datamodules
PyTorch Lightning datamodules
datasets
Geospatial or benchmark datasets
documentation
Improvements or additions to documentation
testing
Continuous integration testing
trainers
PyTorch Lightning trainers
transforms
Data augmentation transforms
Trainers: support binary, multiclass, and multilabel tasks
backwards-incompatible
Changes that are not backwards compatible
testing
Continuous integration testing
trainers
PyTorch Lightning trainers
Remove logging of figures
backwards-incompatible
Changes that are not backwards compatible
datamodules
PyTorch Lightning datamodules
testing
Continuous integration testing
trainers
PyTorch Lightning trainers
SemanticSegmentationTask: add class-wise metrics
dependencies
Packaging and dependencies
trainers
PyTorch Lightning trainers
Store notebooks as python files using jupytext
dependencies
Packaging and dependencies
documentation
Improvements or additions to documentation
#2070
opened May 19, 2024 by
adamjstewart
•
Draft
1 of 4 tasks
Remove AugPipe
datamodules
PyTorch Lightning datamodules
datasets
Geospatial or benchmark datasets
testing
Continuous integration testing
trainers
PyTorch Lightning trainers
Add an initial version of WMSDataset
datasets
Geospatial or benchmark datasets
dependencies
Packaging and dependencies
testing
Continuous integration testing
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