Unlock the Power of Earth Observation Data with OlmoEarth Embeddings
What if you could analyze vast amounts of Earth observation data in a fraction of the time and cost? 🌎💻
We're excited to introduce OlmoEarth embeddings, a game-changing feature in OlmoEarth Studio that allows you to compute and export compact numerical representations of Earth-observation data. These embeddings support a wide range of downstream tasks, from similarity search to segmentation to unsupervised exploration.
From export to insight, OlmoEarth embeddings have shown strong performance in benchmarking and independent evaluations. With our publicly available models and source code, you can inspect exactly how these embeddings are generated and use them to gain valuable insights into your data. Plus, the exported Cloud-Optimized GeoTIFFs (COGs) are lightweight and easy to share.
Whether you're a researcher, developer, or industry professional, OlmoEarth embeddings can help you unlock new possibilities in Earth observation analysis. Learn more about OlmoEarth and how to get started with custom embedding exports: https://allenai.org/olmoearth