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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 band
by spousty 3y 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?
- ckrapu 3y agoThe 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/1576902541088/single-media-viewer/ https://www.linkedin.com/in/christopher-krapu/overlay/157690...