Practical AI: Machine Learning, Data Science
Technology
Your feed might be dominated by LLMs these days, but there are some amazing things happening in computer vision that you shouldn’t ignore! In this episode, we bring you one of those amazing stories from Gabriel Ortiz, who is working with the government of Cantabria in Spain to automate cartography and apply AI to geospatial analysis. We hear about how AI tooling fits into the GIS workflow, and Gabriel shares some of his recent work (including work that can identify individual people, invasive plant species, building and more from aerial survey data).
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Timestamps:
(00:00) - Welcome to Practical AI
(00:42) - Gabriel Ortiz
(03:41) - Dipping your toes in deep learning
(06:05) - AI meets geospatial
(12:17) - Deep learning tools in geospace
(16:17) - Counting people on beaches
(21:55) - What data are you working with?
(24:58) - Sponsor: Changelog News
(27:07) - More discoveries
(30:33) - Automated cartography
(33:33) - Implications of instant cartography
(36:09) - Current limitations of AI
(41:45) - What excites Gabriel?
(43:35) - Outro
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