Real-Time Machine Learning on Satellite Imagery: How DigitalGlobe Uses Amazon SageMaker

Опубликовано 2 июля 2018, 17:59

AWS Public Sector Summit 2018 - Washington, D.C.

If you have ever searched for directions, called an Uber, or looked up a trailhead, you have used DigitalGlobe’s imagery or information derived from it. DigitalGlobe went all-in on AWS to meet the growing demand for commercial geo-intelligence, migrating its entire 18-year imagery archive to the cloud. With the new WorldView Legion satellite constellation coming online, DigitalGlobe looked to leverage AWS for migrating their GBDX machine learning software to autonomously analyze incoming data at scale. GBDX leverages Amazon SageMaker to drastically speed-up both inferencing & training of machine learning models, ushering in a new era of rapid feedback & iteration: a data scientist’s dream come true.​

Speakers: Nate Ricklin, Kate Werling