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allenai
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rslearn
A tool for developing remote sensing datasets and models.
Apache License 2.0
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Always load weights to CPU.
#87
favyen2
opened
2 days ago
0
Improve time series handling
#86
favyen2
opened
2 days ago
0
Fix error when loading all patches with windows that have bands at lower resolution
#85
favyen2
opened
2 days ago
0
See if we should use map_location=torch.device("cpu") when loading weights in various places
#84
favyen2
opened
4 days ago
0
fix readme formatting
#83
favyen2
closed
4 days ago
0
readme fix
#82
favyen2
closed
4 days ago
0
Henryh/setup GitHub actions
#81
Hgherzog
opened
5 days ago
0
[WIP] Improve metrics in DetectionTask.
#80
favyen2
opened
1 week ago
0
add some more stuff to .gitignore
#79
favyen2
closed
6 days ago
0
[WIP] Add Molmo backbone
#78
favyen2
opened
1 week ago
0
Move Quickstart back into README and walk through model training and prediction
#77
favyen2
closed
4 days ago
2
Support option to always enable tiling (cloud-optimized geotiff) when creating GeoTIFFs
#76
favyen2
closed
6 days ago
0
Support overlap between patches and enable merger
#75
yawenzzzz
closed
4 days ago
0
Add classification metrics & decision boundary
#74
yawenzzzz
closed
1 week ago
2
Fixes for Landsat pipeline
#73
favyen2
closed
1 week ago
1
Slow training with large batch size
#72
favyen2
opened
2 weeks ago
0
[WIP] Use KML file for Sentinel-2 tile lookup instead of mgrs library.
#71
favyen2
opened
2 weeks ago
2
[WIP] Add data source for Planet Labs basemap API.
#70
favyen2
opened
2 weeks ago
1
Add dataset that retries __getitem__ in case of transient error.
#69
favyen2
closed
1 week ago
0
Support stride when loading all patches
#68
yawenzzzz
closed
4 days ago
1
Automatically handle top_k checkpoints
#67
favyen2
closed
3 weeks ago
1
Use logger for debug statements
#66
favyen2
closed
2 weeks ago
0
Add optional dependency line to pyproject.toml referencing extra_requirements.txt
#65
favyen2
closed
3 weeks ago
0
Support classifier decision boundary & metrics for Binary Classification
#64
yawenzzzz
closed
1 week ago
0
Tile store should support using source projection rather than destination projection
#63
favyen2
opened
3 weeks ago
0
Changes to support Landsat vessel detection pipeline
#62
favyen2
closed
3 weeks ago
0
Fix double-quote conflicts
#61
yawenzzzz
closed
1 month ago
1
Add SAM2 pretrained image encoder as backbone
#60
yawenzzzz
closed
1 month ago
6
use touch instead of writing and then pass when creating "completed" files
#59
favyen2
closed
1 month ago
0
add planet labs data source
#58
favyen2
closed
1 week ago
9
Layers that only apply to a subset of windows
#57
favyen2
closed
3 weeks ago
2
support loading specific windows by name in model configuration
#56
favyen2
closed
1 month ago
0
Add support for bboxes in flip augmentation
#55
favyen2
closed
1 month ago
0
Use UPath.touch instead of .open("w") and then pass
#54
favyen2
closed
1 month ago
1
Use logger so we can print some debug logging
#53
favyen2
closed
3 weeks ago
1
fix issue with layer alias not checked correctly during materialization
#52
favyen2
closed
1 month ago
0
Have way to install extra_requirements.txt
#51
favyen2
closed
3 weeks ago
1
Enable hyperparameter sweeping
#50
yawenzzzz
closed
2 weeks ago
0
Test multi-GPU training and get it working if not working
#49
favyen2
closed
6 days ago
4
Bug fixes and features for wind turbine model.
#48
favyen2
closed
1 month ago
0
Support bounding boxes in flip transform
#47
favyen2
closed
3 weeks ago
1
See if data loader worker spawning can be faster
#46
favyen2
closed
1 month ago
1
fix how metrics are computed (2)
#45
favyen2
closed
1 month ago
0
Wind turbine training not working
#44
favyen2
closed
1 month ago
1
Support layers specifying an alias for storing in the tile store.
#43
favyen2
closed
1 month ago
0
Correctly reset metrics.
#42
favyen2
closed
1 month ago
0
Serve models
#41
favyen2
opened
1 month ago
4
Add functions to get WGS84/proj bounds of UTM zones.
#40
favyen2
closed
1 month ago
0
Add object detection task
#39
favyen2
closed
1 month ago
1
Fix writes with fsspec.transaction that are meant to be atomic
#38
favyen2
closed
1 month ago
0
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