model
earth-text
| model | earth-text | |
|---|---|---|
| 1 | 1 | |
| 378 | 12 | |
| 5.6% | - | |
| 8.2 | 8.9 | |
| 8 days ago | 5 months ago | |
| Python | Jupyter Notebook | |
| Apache License 2.0 | Apache License 2.0 |
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model
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Launch HN: Silurian (YC S24) – Simulate the Earth
We build the equivalent for land, as a non-profit. It's basically a geo Transformer MAE model (plus DINO, plus matrioska, plus ...), but largest and most trained (35 trillion pixels roughly). Most importantly fully open source and open license. I'd love to help you replace land masks with land embeddings, they should significantly help downscale the local effects (e.g. forest versus city) that afaik most weather forecast simplify with static land cover classes at most. https://github.com/Clay-foundation/model
earth-text
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Launch HN: Silurian (YC S24) – Simulate the Earth
What image size embeddings from what instrument?
We did try to relate OSM tags to Clay embeddings, but it didn't scale well. We did not give up, but we are re-considering ( https://github.com/Clay-foundation/earth-text ). I think SatClip plus OSM is a better approach. or LLM embeddings mapped to Clay embeddings...
What are some alternatives?
ALUs - GPU accelerated earth observation data processors
SkyScript - Official repo for "SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing"
eoreader - Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.
earth - a project to visualize global weather conditions
Live-Earth-Wallpapers - A collection of all earth related space Images in one script to set as your Desktop background.
awesome-spectral-indices - A ready-to-use curated list of Spectral Indices for Remote Sensing applications.