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A comment on Show HN: My demo for vector embeddings for the Earth's surface. Parent comment

Re:Show HN: My demo for vector embeddings for the Earth's su... by spousty on Sunday September 17, 2023 @02:08PM (#37547804)
How did you generate the embeddings. The vectors are relatively small for all the embedding I have seen built from image and nlp models.

Which copernicus bands were you using? Did you augment the data with DEM info?

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Re:Show HN: My demo for vector embeddings for the Earth's su... by ckrapu on Sunday September 17, 2023 @06:38PM (#37550020)
The embeddings were obtained using a CNN triplet loss model (~10M parameters) on the Copernicus land cover data. I haven't used DEM data yet but I have done generative modeling on DEMs in other work and would like to do that too:

https://www.linkedin.com/in/christopher-krapu/overlay/157690...

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