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)

Coding Agents with Scott Hunter

Coding Agents with Scott Hunter

How will coding agents change your code? While at Build, Carl and Richard chatted with Scott Hunter about the announcements around coding agents at the keynote. Scott talks about the agent mode availa...

5 Kesä 202554min

Serverless Elastic with Ken Exner

Serverless Elastic with Ken Exner

What if you could use ElasticSearch serverless? While at Build, Carl and Richard chatted with Ken Exner about the new announcements around Elastic providing serverless storage and search! Ken talks ab...

28 Touko 202541min

C# Networking with Chris Woodruff

C# Networking with Chris Woodruff

Do you understand how networking works in C#? Carl and Richard chat with Chris Woody Woodruff about his new book on networking with C#. Chris runs down the fundamentals of networking and then discusse...

22 Touko 20251h 2min

Backend for Frontend Security Framework with Erwin van der Valk

Backend for Frontend Security Framework with Erwin van der Valk

How do you secure browser-based frontends with ASP.NET Core backends? Carl and Richard discuss the Backend for Frontend (BFF) Security Framework with Erwin van der Valk. Erwin talks about Sam Newman's...

15 Touko 202550min

Architecture vs Code with Steve Smith

Architecture vs Code with Steve Smith

How do you balance architecture and code? Carl and Richard talk to Steve Smith about various architectural strategies and the swing back-and-forth against over-designing architecture and getting code ...

8 Touko 202553min

The Open Source Maintenance Fee with Rob Mensching

The Open Source Maintenance Fee with Rob Mensching

Open Source Maintainers are burning out or going commercial - how do we solve this? Carl and Richard chat with Rob Mensching about his work to create the open source maintenance fee through GitHub. Ro...

1 Touko 20251h 5min

AI for Government RFPs with Vishwas Lele

AI for Government RFPs with Vishwas Lele

How can a large language model help your organization answer government RFPs? Carl and Richard talk to Vishwas Lele about his startup pWin, as in proposal win. Vishwas talks about being a year into th...

24 Huhti 202555min

Audio-Video in .NET with Elias Puurunen

Audio-Video in .NET with Elias Puurunen

Can you integrate performant audio-video into your .NET application? Carl and Richard talk to Elias Puurunen about his work at Tractus Events, where he uses the NDI protocols to bring real-time audio ...

16 Huhti 20251h 6min