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Deep Learning with Satellite Imagery

Adam van Etten, Technical Director at In-Q-Tel Hanlin Tang, Senior Deep Learning Data Scientist The last few years has seen a significant increase in the launch of commercial and federal satellite imaging platforms. As these data become more widely available, so too have the data science challenges and research opportunities. In this hands-on workshop, CosmiQ Works and Intel AI Lab will introduce the business use cases and research questions around leveraging this imagery, as well as helpful tools and datasets to ease the friction. We will guide attendees through a hands-on exercise using the tools to train a small network on Intel® Xeon® Processors to detect buildings or road networks using the SpaceNet™ dataset. Join us to learn how to explore this exciting area of applied deep learning.