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by spousty 1008 days ago
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?

1 comments

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...