Overview
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Explore cutting-edge GenAI applications in location intelligence through this 42-minute conference talk by Milos Colic and Steve Kingston. Gain unique insights into the evolution of spatial data analysis and its impact on Ordnance Survey's ability to deliver new insights for Great Britain. Discover innovative uses of Large Language Models and the Segment Anything Model in unlocking geospatial dataset potential. Learn how advanced AI techniques automate real-world feature extraction from diverse earth observation data. Examine real-world examples and case studies that illustrate generative AI's effectiveness in solving complex challenges, showcasing Ordnance Survey and Databricks' groundbreaking contributions to geospatial intelligence. Delve into the pivotal role of grid index systems in scaling earth observation and geospatial datasets, optimizing AI model applications. Understand how these systems efficiently manage large-scale geospatial data, seamlessly integrating with generative AI for enhanced analytical use cases at Ordnance Survey. Access additional resources such as the LLM Compact Guide and Big Book of MLOps to further expand your knowledge in this field.
Syllabus
The AI of Where: Unleashing the Power of GenAI on Geospatial Data
Taught by
Databricks