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(1963)

Eric Lee Builds Great Demos and WF2WPF

Eric Lee Builds Great Demos and WF2WPF

Eric Lee from Microsoft talks about his experiences developing live demos for the likes of Steve Ballmer. Then he digs into his codeplex project, WinForms to WPF. Check it out on codeplex!Support this podcast at — https://redcircle.com/net-rocks/donations

4 Kesä 200954min

Dan Simmons Talks EF Version 4

Dan Simmons Talks EF Version 4

Daniel Simmons is back this time to talk about the new features of ADO.NET Entity Framework version 4.Support this podcast at — https://redcircle.com/net-rocks/donations

2 Kesä 200952min

Nicholas Blumhardt on Autofac

Nicholas Blumhardt on Autofac

The .NET dudes talk to Nicholas Blumhardt about Autofac, an IoC container that uses lambda expressions in C# 3.0 to create components.Support this podcast at — https://redcircle.com/net-rocks/donations

29 Touko 200957min

Axum!

Axum!

Carl and Richard talk to Nickolas Gustafsson and Josh Phillips about Axum, a new language developed specifically for parallelism.Support this podcast at — https://redcircle.com/net-rocks/donations

27 Touko 20091h 8min

Ten Things that Annoy Miguel Castro

Ten Things that Annoy Miguel Castro

Miguel Castro shares his list of pet peeves.Support this podcast at — https://redcircle.com/net-rocks/donations

21 Touko 20091h 5min

Peter DeBetta and Adam Machanic on creating good SQL databases

Peter DeBetta and Adam Machanic on creating good SQL databases

Peter and Adam talk about creating good SQL Server databases. We figured it was about time we did a good old fashioned data show!Support this podcast at — https://redcircle.com/net-rocks/donations

19 Touko 20091h

Doug Turnure and Johanna White are Ramping Up!

Doug Turnure and Johanna White are Ramping Up!

Doug Turnure and Johanna White talk about the Ramp Up, an online program that assists users in learning Microsoft technology.Support this podcast at — https://redcircle.com/net-rocks/donations

14 Touko 200949min

Kenn Scribner on REST

Kenn Scribner on REST

Carl and Richard talk to Kenn Scribner about REST, its origins and intended uses.Support this podcast at — https://redcircle.com/net-rocks/donations

12 Touko 200958min