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(1959)

Road Trip San Francisco: The Launch!

Road Trip San Francisco: The Launch!

Well we finally got to San Francisco to the very first Visual Studio 2005 launch event. We walked around and found some old friends to talk to.Support this podcast at — https://redcircle.com/net-rocks/donations

15 Marras 200539min

Road Trip Los Angeles

Road Trip Los Angeles

The road trip is finishing up! This is the last show before the launch.Support this podcast at — https://redcircle.com/net-rocks/donations

9 Marras 200549min

Road Trip San Diego

Road Trip San Diego

San Diego is home to a handful of thriving .NET developer communities. We ran into some old friends there, and got some great stories.Support this podcast at — https://redcircle.com/net-rocks/donations

8 Marras 200558min

Road Trip Phoenix

Road Trip Phoenix

We met up with Regional Director J. Michael Palermo and a cast of other characters in Phoenix, Arizona. It's hot, but .... well... you know.Support this podcast at — https://redcircle.com/net-rocks/donations

4 Marras 200549min

Road Trip Austin

Road Trip Austin

We spent the weekend in Austin, Texas. Although it was a small crowd at the University, we got to speak to 8 developers including Jeff Palermo, Scott Bellware, and Mark Miller.Support this podcast at — https://redcircle.com/net-rocks/donations

2 Marras 200558min

Road Trip Houston

Road Trip Houston

There was a big crowd at the Houston event. We had a great time talking to the locals after the show. Markus Egger showed up and managed to sit behind the microphone for a few minutes too.Support this podcast at — https://redcircle.com/net-rocks/donations

31 Loka 200542min

Road Trip Dallas

Road Trip Dallas

Dallas was great. For the second time in a row we didn't have to eat Pizza for dinner. One of the attendees told me (Carl) after the show that I had "no fear" to be able to get up in front of people and sing Clementine like... well... you know.Support this podcast at — https://redcircle.com/net-rocks/donations

28 Loka 20051h 2min

Road Trip Memphis

Road Trip Memphis

In round 11 of the Road Trip, we got to have some real Memphis barbeque AND hang out with the one and only Jon Box. Does it get any better than this???Support this podcast at — https://redcircle.com/net-rocks/donations

27 Loka 200541min