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Clay-foundation
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model
The Clay Foundation Model (in development)
https://clay-foundation.github.io/model/
Apache License 2.0
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Microsoft Flood and Clouds benchmark dataset
#83
lillythomas
closed
3 months ago
2
benchmark datasets
#82
brunosan
closed
3 months ago
1
Adapted sampling strategy
#81
yellowcap
closed
8 months ago
0
Adapt sampling strategy
#80
yellowcap
closed
8 months ago
2
Collect 3 time-steps per MGRS sample
#79
yellowcap
closed
9 months ago
0
Increase tile size to 512x512 pixels
#78
yellowcap
closed
9 months ago
5
Packaging structure
#77
yellowcap
closed
5 months ago
4
Improve date handling for data pipeline
#76
yellowcap
closed
9 months ago
3
Data pipeline modifier for c2smsfloods benchmark dataset
#75
lillythomas
closed
2 months ago
0
Save embeddings with spatiotemporal metadata to GeoParquet
#73
weiji14
closed
9 months ago
1
Small pipeline fixes
#72
yellowcap
closed
9 months ago
1
Move MGRS sample file out of Git and make it a parameter
#71
yellowcap
closed
9 months ago
1
Timestamp in TIF metadata for data pipeline output
#70
yellowcap
closed
5 months ago
4
Zero padding of chip number in data pipeline
#69
yellowcap
closed
9 months ago
0
Catch Nodata for S1 and DEM
#68
yellowcap
closed
9 months ago
0
Let LightningDataModule return spatiotemporal metadata
#66
weiji14
closed
9 months ago
1
Track energy consumption and carbon emissions
#65
weiji14
closed
3 months ago
2
Assess our Model transparency based on Stanford's framework
#64
brunosan
closed
7 months ago
3
Setting the model license to OpenRail-M
#63
brunosan
closed
9 months ago
3
Embedding receptive field
#62
brunosan
closed
9 months ago
1
check for no data on a tile level in sentinel 1 vv and vh, sentinel 2 and DEM
#60
lillythomas
closed
9 months ago
2
Add rioxarray
#59
weiji14
closed
9 months ago
0
Needs for CTrees Collaboration
#58
MaceGrim
closed
7 months ago
3
Generate embeddings via prediction loop
#56
weiji14
closed
9 months ago
2
Configure model checkpointing
#55
weiji14
closed
9 months ago
1
Batch setup
#54
yellowcap
closed
9 months ago
1
Create CODE_OF_CONDUCT.md
#53
brunosan
closed
9 months ago
0
LightningDataModule to load GeoTIFF files
#52
weiji14
closed
9 months ago
2
Bump pytorch from 2.0.0 to 2.1.0, CUDA from 11.8 to 12.0
#51
weiji14
closed
9 months ago
0
List of high resolution data sources
#49
brunosan
closed
7 months ago
2
Implement MAE with support for position, time, latlon & channel embeddings
#47
srmsoumya
closed
8 months ago
3
Bump conda-lock to 2.5.1, add fiona and h5netcdf
#46
weiji14
closed
9 months ago
1
Fix line-length, boolean comparison and import errors
#45
weiji14
closed
9 months ago
1
Ready for batch
#44
yellowcap
closed
9 months ago
3
Fix datacube processor
#43
yellowcap
closed
9 months ago
0
Small change: replace placeholder with our name and date
#42
brunosan
closed
9 months ago
0
Tiler module
#41
lillythomas
closed
9 months ago
4
Tiler module
#40
lillythomas
closed
9 months ago
0
Compute resources and scaling factors for v0
#39
brunosan
closed
7 months ago
1
Initial Vision Transformer architecture with MAE decoder
#37
weiji14
closed
9 months ago
1
Fix lint errors in datacube script
#36
weiji14
closed
9 months ago
0
Send early sample of embeddings
#35
danhammer
closed
8 months ago
22
Add geopandas-base
#34
weiji14
closed
9 months ago
0
Downstream Application: Compare to SAM
#33
brunosan
closed
3 months ago
1
Downstream application: coconut palm plantation
#32
brunosan
closed
3 months ago
1
Dropping absolute embeddings anchors
#31
brunosan
closed
9 months ago
1
Optional inputs / generative tasks
#30
brunosan
closed
3 months ago
2
Landcover based sampling strategy.
#29
yellowcap
closed
9 months ago
3
Develop geographic sampling strategy based on Worldcover
#28
yellowcap
closed
9 months ago
1
Datacube
#27
lillythomas
closed
9 months ago
1
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