Machine Learning on Geospatial Data with Malte Loller-Anderson & Mathilde Ørstavik
.NET Rocks!29 Elo 2024

Machine Learning on Geospatial Data with Malte Loller-Anderson & Mathilde Ørstavik

What can machine learning do for geospatial data? Carl and Richard talk to Malte Loller-Anderson and Mathilde Ørstavik about their work at Norkart, using aerial imagery to build detailed maps around Norway. Mathilde dives into the critical role of machine learning - identifying buildings in images. Usually done by hand with each new image, Norkart has a machine learning model that automates the process trained on previous vector maps of buildings. But there are many things that look like buildings in Norway, including patches of snow, mountains, and even shapes under water. Malte also discusses how Norkart has decided to train in-house with nVidia L40 processors rather than in the cloud - the hardware is used 24 hours a day since some models can take weeks to train! There are many interesting ideas about geospatial data and machine learning from people who have been doing it for years.

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Coding for Security with Chris Ayers

Coding for Security with Chris Ayers

What does secure coding look like today? Carl and Richard talk to Chris Ayers about the MITRE ATT&CK matrix, a comprehensive breakdown of the tactics, techniques, and procedures black hats use to expl...

25 Maalis 52min

Building Software using Squad with Brady Gaster

Building Software using Squad with Brady Gaster

Let the squad help you build your application! Carl and Richard talk to Brady Gaster about Squad, a tool for creating an AI development team using GitHub Copilot. Brady discusses creating specialist a...

19 Maalis 56min

Avalonia 12 with Mike James & Matt Lacey

Avalonia 12 with Mike James & Matt Lacey

Avalonia continues to evolve! Carl and Richard talk to Avalonia CEO Mike James & Matt Lacey about the latest version of Avalonia, the open source UI framework for building cross-platform applications ...

12 Maalis 58min

CLI First with Kathleen Dollard

CLI First with Kathleen Dollard

Your first app interface should be a CLI! Carl and Richard talk to Kathleen Dollard about her experiences creating the .NET CLI - and how CLIs are only getting more important in the era of AI. Kathlee...

5 Maalis 54min

Leading Teams in the Time of AI with Andrew Murphy

Leading Teams in the Time of AI with Andrew Murphy

Artificial Intelligence is changing how software development happens - how is your team coping? Carl and Richard talk to Andrew Murphy about his work leading teams struggling with AI tools. Andrew tal...

26 Helmi 1h 1min

Making Reliable Software in 2026 with Damien Brady

Making Reliable Software in 2026 with Damien Brady

It's always been challenging to make reliable software - is AI making it worse or better? Carl and Richard talk to Damien Brady about his experiences building software with AI tools and trying to brin...

18 Helmi 1h

The Role of AI in Secure Software with Ben Dechrai

The Role of AI in Secure Software with Ben Dechrai

How does Artificial Intelligence impact our approach to building secure software? Carl and Richard talk to Ben Dechrai about his experiences working with AI tooling and building AI apps, and how that ...

12 Helmi 59min

.NET Source Generators with Jason Bock

.NET Source Generators with Jason Bock

Why would you write code to generate code? Carl and Richard talk with Jason Bock about his experiences using modern .NET source generators to optimize certain aspects of applications. Jason talks abou...

5 Helmi 52min