Mark Litwintschik • 11/2/2024

131M American Buildings

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This technical article details the analysis of Oak Ridge National Laboratory's (ORNL) new AI-generated US Building Dataset, which contains 131 million building footprints extracted from satellite imagery. It covers the dataset's creation via a CNN, its enriched metadata compared to Google/Microsoft datasets, and provides a step-by-step guide for downloading and analyzing the data using Python, DuckDB, and specific hardware/software configurations.

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#ai #data analysis #Satellite Imagery
131M American Buildings

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