The OlmoEarth Platform: Geospatial inference at planetary scale
The OlmoEarth Platform is a geospatial inference infrastructure that processes large volumes of satellite data, enabling efficient and cost-effective execution of tasks like deforestation monitoring and wildfire risk assessment. It divides tasks into three stages—data acquisition and preprocessing, inference, and postprocessing—optimized for different hardware, ensuring efficient use of GPUs and CPUs. The platform dynamically provisions virtual machines, manages metadata indexes, and supports fallback to alternate providers, making it scalable and suitable for environmental applications.
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