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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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Convert run-over-aoi ipynb to md
#122
yellowcap
closed
6 months ago
0
Make trainer.py module wandb independent
#121
yellowcap
closed
1 month ago
0
predict_step fails when input has more than one EPSG
#120
brunosan
closed
1 month ago
1
Ensure PC token is set
#119
brunosan
closed
1 month ago
1
Static Documentation for v0.1
#118
brunosan
closed
6 months ago
2
Benchmark v0.0 - Microsoft Flood and Clouds Segmentation
#117
lillythomas
closed
1 month ago
4
Clay over aoi
#116
yellowcap
closed
6 months ago
1
Make RGB previews at the embedding level
#115
brunosan
closed
6 months ago
3
Changelog entry for v0.0.1
#113
weiji14
closed
6 months ago
0
Revert nbdev CI setup to go back to Jupyter Book
#112
weiji14
closed
6 months ago
1
4x semantic resolution: Reduce tile size to 256 (16x semantic resolution with 128 tile size, and patch size to 16)
#110
brunosan
closed
4 months ago
3
Add multigpu support & UI to test embeddings
#109
srmsoumya
closed
6 months ago
0
Add streamlit UI to test the embeddings
#108
srmsoumya
closed
6 months ago
0
Add a linear layer to squeeze all patch embeddings into a single image embedding?
#107
brunosan
closed
1 month ago
6
Release clean up
#106
brunosan
closed
6 months ago
1
[pre-commit.ci] pre-commit autoupdate
#105
pre-commit-ci[bot]
closed
6 months ago
0
Remove docs, spun out
#104
brunosan
closed
6 months ago
2
Docs/SDK/notebooks with nbdev [try 2]
#103
brunosan
closed
7 months ago
1
Nbdev for Clay Documentation, Clay SDK and Clay notebooks all at once
#102
brunosan
closed
7 months ago
1
Make a v0 release commit
#101
brunosan
closed
6 months ago
0
Document how the benchmark dataset labels were prepared
#100
weiji14
closed
7 months ago
1
Document how to finetune pretrained model on downstream task
#99
weiji14
closed
7 months ago
3
Document how to generate vector embeddings
#98
weiji14
closed
7 months ago
1
Document how to run the datacube pipeline with a batch job
#97
weiji14
closed
6 months ago
1
Generate embeddings from CLAYModule trained with latlon/time encodings
#96
weiji14
closed
6 months ago
1
Refactor model for multi-device usage and easier disabling of masking
#95
weiji14
closed
7 months ago
1
Switch from per-band mean/std normalization of Sentinel-2 values to surface reflectance conversion instead
#94
weiji14
closed
1 month ago
4
Check for undersampling of certain geographic regions due to cloud cover filters
#93
weiji14
closed
1 month ago
1
Allow ClayDataModule to load GeoTIFF files directly from s3
#92
weiji14
closed
7 months ago
0
Let ClayDataModule return same spatiotemporal fields as GeoTIFFDataModule
#91
weiji14
closed
7 months ago
0
Jupyter Book documentation site for v0
#90
weiji14
closed
5 months ago
2
Initialize Jupyter Book documentation
#89
weiji14
closed
7 months ago
0
Callback function to log Masked Autoencoder reconstructions to WandB
#88
weiji14
closed
7 months ago
1
U-Net with customized c2smsfloods benchmark dataset for linear probing and evaluation
#87
lillythomas
closed
3 weeks ago
0
Rename embeddings file to include MGRS code and store GeoTIFF source_url
#86
weiji14
closed
7 months ago
1
Adapt model to load 512x512 images from s3 bucket
#85
weiji14
closed
7 months ago
1
Embeddings with land use land cover fields, or other attributes
#84
weiji14
closed
6 months ago
3
Microsoft Flood and Clouds benchmark dataset
#83
lillythomas
closed
1 month ago
2
benchmark datasets
#82
brunosan
closed
1 month ago
1
Adapted sampling strategy
#81
yellowcap
closed
6 months ago
0
Adapt sampling strategy
#80
yellowcap
closed
7 months ago
2
Collect 3 time-steps per MGRS sample
#79
yellowcap
closed
7 months ago
0
Increase tile size to 512x512 pixels
#78
yellowcap
closed
7 months ago
5
Packaging structure
#77
yellowcap
closed
3 months ago
4
Improve date handling for data pipeline
#76
yellowcap
closed
7 months ago
3
Data pipeline modifier for c2smsfloods benchmark dataset
#75
lillythomas
closed
3 weeks ago
0
Save embeddings with spatiotemporal metadata to GeoParquet
#73
weiji14
closed
7 months ago
1
Small pipeline fixes
#72
yellowcap
closed
7 months ago
1
Move MGRS sample file out of Git and make it a parameter
#71
yellowcap
closed
7 months ago
1
Timestamp in TIF metadata for data pipeline output
#70
yellowcap
closed
3 months ago
4
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