Automated cartography using AI

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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Featuring:

• Gabriel Ortiz – LinkedIn
• Daniel Whitenack – Website, GitHub, X

Show Notes:

• Automated cartography (integration of different models: buildings, roads, vegetation)
• Detecting and tracking the expansion of forests (period 1957-2020) using both legacy and modern imagery
• Tracking invader species
• Tracking urban growth with AI
• Spatial behavior in beaches using AI
• Inference with SAM (Meta’s Segment Anything Model) over urban areas/viewer.html?webmap=4af373c294e24394ae25e4acadab71cc
• SuperResolution on aerial or satellite imagery
• More of the work of Gabriel and his team can be seen here and also on his LinkedIn profile

Something missing or broken? PRs welcome!

Creators & Guests

Host

Daniel Whitenack

Guest

Gabriel Ortiz

What is Practical AI?

Making artificial intelligence practical, productive & accessible to everyone. Practical AI is a show in which technology professionals, business people, students, enthusiasts, and expert guests engage in lively discussions about Artificial Intelligence and related topics (Machine Learning, Deep Learning, Neural Networks, GANs, MLOps, AIOps, LLMs & more).

The focus is on productive implementations and real-world scenarios that are accessible to everyone. If you want to keep up with the latest advances in AI, while keeping one foot in the real world, then this is the show for you!