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Issues: microsoft/torchgeo

Time Series Support
#2382 opened Oct 31, 2024 by adamjstewart
Open
Add additional tutorials
#2418 opened Nov 19, 2024 by adamjstewart
Open 8
Add new pretrained weights
#1043 opened Jan 25, 2023 by calebrob6
Open 7
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Issues list

torchgeo reads dataset as all zeros while rasterio can read the contents datasets Geospatial or benchmark datasets
#2466 opened Dec 10, 2024 by erob-archim
1
[BUG] Usage of Dictionaries will cause a "Memory Leak" in Multi-Node Environment datasets Geospatial or benchmark datasets
#2448 opened Dec 5, 2024 by MathiasBaumgartinger 0.6.3
Add additional tutorials documentation Improvements or additions to documentation good first issue A good issue for a new contributor to work on
#2418 opened Nov 19, 2024 by adamjstewart
15 of 25 tasks
8
Improve documentation of SpaceNet DataModule datamodules PyTorch Lightning datamodules documentation Improvements or additions to documentation
#2411 opened Nov 15, 2024 by nilsleh
Empty Intersection in the ChesapeakeCVPR GeoDataset w/ RandomGeoSampler datasets Geospatial or benchmark datasets
#2406 opened Nov 12, 2024 by arjunarao619
@calebrob6
Esri2020 dataset download HTTP Error 409 datasets Geospatial or benchmark datasets
#2385 opened Nov 2, 2024 by giswqs
4
Time Series Support datasets Geospatial or benchmark datasets documentation Improvements or additions to documentation good first issue A good issue for a new contributor to work on models Models and pretrained weights samplers Samplers for indexing datasets trainers PyTorch Lightning trainers transforms Data augmentation transforms utilities Utilities for working with geospatial data
#2382 opened Oct 31, 2024 by adamjstewart
25 tasks
0.7.0
Ensure all datasets have a plot method datasets Geospatial or benchmark datasets good first issue A good issue for a new contributor to work on
#2377 opened Oct 29, 2024 by adamjstewart
10 tasks
SpaceNet8 Download broken datasets Geospatial or benchmark datasets
#2366 opened Oct 24, 2024 by nilsleh
4
SemanticSegmentationTask: add support for multichannel masks trainers PyTorch Lightning trainers
#2360 opened Oct 22, 2024 by nilsleh
Add pre-trained Fields of The World models models Models and pretrained weights
#2358 opened Oct 21, 2024 by calebrob6
DOFA implementation for downstream tasks documentation Improvements or additions to documentation
#2356 opened Oct 18, 2024 by nilsleh
Misaligned images and masks in SSL4EO-L benchmark dataset datasets Geospatial or benchmark datasets scripts Training and evaluation scripts
#2345 opened Oct 11, 2024 by adamjstewart
7 tasks
0.6.3
Expose more arguments to dataloader datamodules PyTorch Lightning datamodules
#2332 opened Oct 4, 2024 by anton-emanuel
1
Expose keepdim for torchgeo.transforms.indices transforms Data augmentation transforms
#2329 opened Oct 1, 2024 by MathiasBaumgartinger
3
Support FLAIR Datamodule for semantic segmentation datamodules PyTorch Lightning datamodules datasets Geospatial or benchmark datasets
#2303 opened Sep 18, 2024 by rbavery
23
AugmentationSequential modifies the batch in place transforms Data augmentation transforms
#2301 opened Sep 17, 2024 by robmarkcole
Support model in_chans not equal to pre-trained weights in_chans good first issue A good issue for a new contributor to work on models Models and pretrained weights trainers PyTorch Lightning trainers
#2289 opened Sep 9, 2024 by adamjstewart
@keves1
1
Chesapeake RasterDatasets will not be able to be used "as is" in modeling documentation Improvements or additions to documentation
#2283 opened Sep 4, 2024 by calebrob6
4
Multiclass Classification: assert num_classes >=2 trainers PyTorch Lightning trainers
#2205 opened Aug 1, 2024 by robmarkcole
1
4
Adding custom dataset for multiclassification documentation Improvements or additions to documentation
#2148 opened Jul 1, 2024 by Sandipriz
18
What values are being "clipped to the interval [0, 98]" documentation Improvements or additions to documentation
#2145 opened Jun 29, 2024 by douglasmacdonald
@isaaccorley
4
Support logging figures to multiple loggers trainers PyTorch Lightning trainers
#2138 opened Jun 27, 2024 by robmarkcole
10
Support classwise metrics trainers PyTorch Lightning trainers
#2121 opened Jun 15, 2024 by robmarkcole
3
VHR10 uses 'masks' as data_key, not 'mask' datasets Geospatial or benchmark datasets
#2114 opened Jun 10, 2024 by robmarkcole
@ashnair1
2
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