Avoiding Data Leakage in Synthetic Data Projects
Synthetic data offers vast opportunities for machine learning model training without real-world constraints. Yet, beneath this promise lies the risk of…
Read more →Element 84 builds cloud-based data-processing systems for satellite imagery and maintains open-source geospatial tools, including the STAC-based FilmDrop platform and Raster Vision, a library for training deep-learning models on aerial and satellite imagery. The company works primarily with NASA, NOAA, and other public-sector Earth observation programs.
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