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

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

Author: Carl Franklin and Richard Campbell August 29, 2024 Duration: 54:17
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.

Hosted by Carl Franklin and Richard Campbell, .NET Rocks! is a long-running conversation with the people building the future of software. This isn't a dry lecture; it's a lively, technical deep dive where two seasoned developers explore the vast ecosystem around Microsoft .NET, Azure, and modern development practices with a diverse roster of expert guests. Each episode feels like you're pulling up a chair in a room full of brilliant minds, listening to unfiltered discussions about real-world coding challenges, architectural patterns, and the tools that shape our daily work. You'll hear practical advice, war stories from the trenches, and forward-looking insights that go far beyond the documentation. Tuning into this podcast means connecting with a community of professionals who are as passionate about the craft as you are, offering perspectives that can transform how you approach your next project. Whether you're deep into C# or just curious about cloud-native development, these conversations provide a valuable blend of knowledge, humor, and genuine enthusiasm for technology.
Author: Language: English Episodes: 1000

.NET Rocks!
Podcast Episodes
The Role of AI in Software Development [not-audio_url] [/not-audio_url]

Duration: 1:06:42
How is AI going to change software development? Live from the Philly.NET user group, Carl and Richard have Jeff Fritz and Bill Wolff chat about how AI technologies are impacting software development. The conversation ope…
Package Management in 2026 with Gary Ewan Park [not-audio_url] [/not-audio_url]

Duration: 57:23
How is package management changing? Carl and Richard talk with Gary Ewan Park about his view of the package management landscape in the Windows world. Gary talks about the array of open source and free products out there…
Package Management in 2026 with Gary Ewan Park [not-audio_url] [/not-audio_url]

Duration: 1:01:00
How is package management changing? Carl and Richard talk with Gary Ewan Park about his view of the package management landscape in the Windows world. Gary talks about the array of open source and free products out there…
Building an AI App with Calum Simpson [not-audio_url] [/not-audio_url]

Duration: 59:38
What's it like building an AI-centric application? Carl and Richard talk to Calum Simpson of SSW about their product YakShaver. Calum talks about building a tool that speeds reporting on issues and ideas, so you can spen…
Building an AI App with Calum Simpson [not-audio_url] [/not-audio_url]

Duration: 1:00:00
What's it like building an AI-centric application? Carl and Richard talk to Calum Simpson of SSW about their product YakShaver. Calum talks about building a tool that speeds reporting on issues and ideas, so you can spen…
More Sustainable Software with Tom Kerkhove [not-audio_url] [/not-audio_url]

Duration: 54:00
What does it take to make more environmentally sustainable software? Carl and Richard talk to Tom Herkhove about Microsoft's efforts to make carbon footprint and emissions visible for applications. Tom talks about the Az…
More Sustainable Software with Tom Kerkhove [not-audio_url] [/not-audio_url]

Duration: 53:01
What does it take to make more environmentally sustainable software? Carl and Richard talk to Tom Herkhove about Microsoft's efforts to make carbon footprint and emissions visible for applications. Tom talks about the Az…
The Role of LLMs in Visual Studio Productivity with Leslie Richardson [not-audio_url] [/not-audio_url]

Duration: 1:01:00
How are large language models going to change the way we use Visual Studio? Carl and Richard speak with Leslie Richardson about her work in Visual Studio, starting with the debugger and now focusing on the broader produc…
The Role of LLMs in Visual Studio Productivity with Leslie Richardson [not-audio_url] [/not-audio_url]

Duration: 1:01:14
How are large language models going to change the way we use Visual Studio? Carl and Richard speak with Leslie Richardson about her work in Visual Studio, starting with the debugger and now focusing on the broader produc…
Old Developers using New Tools with Brady Gaster [not-audio_url] [/not-audio_url]

Duration: 1:01:00
How are folks adapting to the new tools available for development today? Carl and Richard talk to Brady Gaster about his work on improving the tooling for software development at Microsoft - and the transformation that i…