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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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Test litdata library for streaming training data
#169
yellowcap
closed
3 months ago
1
Bbox, date, and cloud cover for patch level embeddings
#168
yellowcap
closed
3 months ago
10
Replace tif file writer with MDS writer in pipeline
#167
yellowcap
closed
1 month ago
1
Add a docker container (and docker-compose file) to run the model/notebooks in a containerize environment
#166
leothomas
opened
4 months ago
7
Evaluate use of mosaicml-streaming for data pipeline
#165
yellowcap
closed
3 months ago
2
Add osx-arm64 platform to conda-lock.yml file and GitHub Actions CI
#164
weiji14
closed
3 months ago
4
Move pipeline scripts into dedicated folder
#163
yellowcap
closed
4 months ago
0
Add osx platform to conda lock file and CI
#162
chuckwondo
closed
4 months ago
0
EPIC: Support running on macOS
#161
weiji14
closed
3 months ago
12
Create data/minicubes directory if it doesn't already exist
#160
weiji14
closed
4 months ago
0
Add scikit-learn
#159
weiji14
closed
4 months ago
0
Memory buildup clean
#158
brunosan
closed
4 months ago
1
Small memory buildup
#157
brunosan
closed
4 months ago
0
Upper image does not train?
#156
brunosan
closed
2 months ago
9
ZSTD compression problematic
#155
mattpaul
closed
1 month ago
6
Partial inputs - Pakistan flood tutorial
#154
lillythomas
closed
4 months ago
0
Worldcover embeddings conus
#153
yellowcap
closed
4 months ago
2
Add normalization parameters to documentation
#152
yellowcap
closed
4 months ago
0
Tutorial on burn scar analysis using embeddings from partial inputs
#149
yellowcap
closed
5 months ago
1
Minicube with support for SAR and DEM
#145
lillythomas
closed
1 week ago
0
Remove stale bands argument from clay model classes
#144
yellowcap
closed
5 months ago
0
Remove float16 dype in favor of float32
#143
yellowcap
closed
5 months ago
0
Run data collection for Clay v0.2
#142
yellowcap
closed
4 months ago
4
Update docs with benchmark tutorial
#141
brunosan
closed
1 month ago
3
Initial version of minicube
#139
yellowcap
closed
5 months ago
2
Unable to continue training from checkpoint.
#138
brunosan
closed
1 month ago
7
[small change] add source.coop link
#137
brunosan
closed
4 months ago
0
Create script to make mini datacubes
#136
yellowcap
closed
5 months ago
2
Shuffle patches only during training
#135
yellowcap
closed
5 months ago
0
Notebooks are broken in Main
#134
MaceGrim
closed
5 months ago
3
Add option to output raw patch embeddings
#133
yellowcap
closed
5 months ago
0
Explore embeddings using tsne
#132
brunosan
closed
1 month ago
2
Update `train.py` script to optionally store the raw encoder output
#130
yellowcap
closed
5 months ago
1
Add notebooks to show internal working on CLAY models
#129
srmsoumya
closed
1 month ago
1
List and prioritize additional data sources for v1
#128
yellowcap
closed
2 months ago
13
Run v0.1 embeddings to store raw encoder output
#127
yellowcap
closed
3 months ago
4
Test partial input to Clay v0
#126
yellowcap
closed
5 months ago
1
Embedding factory script looping through each MGRS tile
#125
weiji14
closed
1 month ago
1
Document data sampling strategy
#124
yellowcap
closed
5 months ago
0
Disable patch shuffling by default
#123
yellowcap
closed
5 months ago
1
Convert run-over-aoi ipynb to md
#122
yellowcap
closed
5 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
5 months ago
2
Benchmark v0.0 - Microsoft Flood and Clouds Segmentation
#117
lillythomas
closed
1 month ago
4
Clay over aoi
#116
yellowcap
closed
5 months ago
1
Make RGB previews at the embedding level
#115
brunosan
closed
5 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
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