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.

Jaksot(1987)

The Role of LLMs in Visual Studio Productivity with Leslie Richardson

The Role of LLMs in Visual Studio Productivity with Leslie Richardson

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 o...

20 Marras 20251h 1min

Old Developers using New Tools with Brady Gaster

Old Developers using New Tools with Brady Gaster

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 t...

13 Marras 20251h 1min

Cake.SDK with Mattias Karlsson

Cake.SDK with Mattias Karlsson

Ready to integrate build automation into your applications? Carl and Richard talk to Mattias Karlsson about the new Cake.SDK as an additional component of the Cake (C# Make) open source project. Matti...

6 Marras 202548min

GitHub Spec Kit with Den Delimarsky

GitHub Spec Kit with Den Delimarsky

How do you build quality software with LLMs? Carl and Richard talk to Den Delimarsky about the GitHub Spec Kit, which uses specifications to help LLMs generate code for you. Den discusses the iterativ...

30 Loka 20251h 4min

CSLA 9 with Rocky Lhotka

CSLA 9 with Rocky Lhotka

The next version of CSLA is out! Carl and Richard talk to Rocky Lhotka about his business objects framework that pre-dates .NET itself! Rocky discusses the surge in development that occurred for versi...

23 Loka 202559min

Digging Deeper into .NET Aspire with Chris Klug

Digging Deeper into .NET Aspire with Chris Klug

Aspire has been around for almost two years. How do you use it effectively? Carl and Richard talk to Chris Klug about his experience with .NET Aspire. Chris discusses thinking cloud natively, whether ...

16 Loka 202555min

Valuable Testing with Egil Hansen

Valuable Testing with Egil Hansen

You write tests - but are they valuable tests? Carl and Richard talk to Egil Hansen about his approach to creating tests for applications. Egil discusses the types of testing and who they impact. Test...

9 Loka 202554min

Local AI Models with Joe Finney

Local AI Models with Joe Finney

AI in the cloud dominates, but what can you run locally? Carl and Richard speak with Joe Finney about his work in setting up local machine learning models. Joe discusses the non-LLM aspects of machine...

2 Loka 202555min