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Clay-foundation / model

The Clay Foundation Model (in development)
https://clay-foundation.github.io/model/
Apache License 2.0
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Worldcover embeddings conus #153

Closed yellowcap closed 4 months ago

yellowcap commented 5 months ago

This is work to run embedding inference for all of the US Conus region using worldcover composites from 2020 and 2021.

I am currently pushing this into Batch to make it work there. Once the first jobs run through I will kickoff the processing at US level.

This uses partial inputs from RGBNIR, the 4 bands available from worldcover.

yellowcap commented 5 months ago

For fun, here some search results from a local sim search test.

We have 2021 (almost) fully processed, and will run 2020 just after that.

Figure_3

yellowcap commented 5 months ago

The Contiguous United states are fully processed for 2020 and 2021! 🇺🇸 🌎 🦅 🎉 🎆

The version that is complete for both years is 002, the embeddings are stored in the bucket uri below

s3://clay-worldcover-embeddings/v002/