favyen
No user record in our sample, but favyen has activity below (stories or comments). Likely we have partial data — the full bulk-load will fill profiles in.
No user record in our sample, but favyen has activity below (stories or comments). Likely we have partial data — the full bulk-load will fill profiles in.
Yes, I think this is part of it -- when the model sees a new low-res image, it compares it to patterns that it has already seen to estimate what that location might look like at high-res. The other important part is…
We plan to eventually add some real paid high-res imagery to the map just as a comparison, but for now you would need to look at the map at https://satlas.allen.ai/map (select Super Resolution) and compare it to a…
The marine infrastructure (offshore platform and offshore wind turbine) and super-resolution models only use RGB bands (B04, B03, B02), while the solar farm, onshore wind turbine, and tree cover models use 9 Sentinel-2…
Thanks for pointing this out! We will look into fixing it.
I fully agree that errors in extracted data can lead to making incorrect decisions/policies. Even for applications where accuracy is paramount, though, I think error-prone models still have their uses: - For…
The models we use to extract the geospatial data (like solar farm and offshore platform positions) from Sentinel-2 imagery are currently separate from the Sentinel-2 upscaling model, which is a more exploratory project.…