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Pull requests: microsoft/torchgeo
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Add CROMA pretrained model
documentation
Improvements or additions to documentation
models
Models and pretrained weights
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
datamodules: Switch to kornia AugmentationSequential
backwards-incompatible
Changes that are not backwards compatible
datamodules
PyTorch Lightning datamodules
datasets
Geospatial or benchmark datasets
testing
Continuous integration testing
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
Added custom semantic segmentation trainer tutorial
documentation
Improvements or additions to documentation
Implements variably-sized caches in 'RasterDataset'
datasets
Geospatial or benchmark datasets
testing
Continuous integration testing
#1695
opened Oct 24, 2023 by
pmaldonado
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Xarray Dataset Support
datasets
Geospatial or benchmark datasets
dependencies
Packaging and dependencies
testing
Continuous integration testing
#1490
opened Jul 20, 2023 by
nilsleh
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Allow GeoDataset to list files in VSI path(s)
datasets
Geospatial or benchmark datasets
dependencies
Packaging and dependencies
testing
Continuous integration testing
Load Segmentation Trainer Weights
trainers
PyTorch Lightning trainers
#1379
opened May 29, 2023 by
nilsleh
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TileDatasets
datamodules
PyTorch Lightning datamodules
datasets
Geospatial or benchmark datasets
samplers
Samplers for indexing datasets
scripts
Training and evaluation scripts
trainers
PyTorch Lightning trainers
#1353
opened May 20, 2023 by
calebrob6
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fix SeCo transforms
models
Models and pretrained weights
transforms
Data augmentation transforms
#1324
opened May 11, 2023 by
isaaccorley
•
Draft
Add C2Seg WHISPERS2023 Challenge dataset
datamodules
PyTorch Lightning datamodules
datasets
Geospatial or benchmark datasets
#1284
opened Apr 25, 2023 by
isaaccorley
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NLCD2016 Tree Canopy
datasets
Geospatial or benchmark datasets
#1243
opened Apr 14, 2023 by
isaaccorley
•
Draft
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