AWS Summit Sydney 2024: Nearmap's climate change insights, Petabyte-scale AI on Amazon SageMaker

Nearmap capture aerial imagery of 95% of the Australian population and 83% of the US population, several times per year. Nearmap’s imagery data now exceeds 50 petabytes and enables them to generate insights about the built environment at country scale. In 2023 Nearmap used this dataset and their AI capabilities to conduct an analysis of the US built environment that covered more than 275m+ inhabitants (83% of the US population), with 110+ million building footprints, on 850,000+ sqkm of land. In this session, learn how Nearmap utilise AWS services to train their deep learning models and generate insights at country scale and in support of disaster affected communities.
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[@cipritom]

That's great insight ! Thanks for sharing your journey, it gives us pointers in how to follow up in scaling our ML efforts