Machine Learning on Geospatial Data with Malte Loller-Anderson & Mathilde Ørstavik
.NET Rocks!29 Aug 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.

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NASA Pathfinder Innovation Challenge

NASA Pathfinder Innovation Challenge

Michelle Viotti and Dr. Jeff Norris from NASA along with Marc Mercuri from Microsoft talk to Carl and Richard about their joint project, the Pathfinder Innovation Challenge in which .NET developers can help NASA make sense of the mountains of data coming back from Mars.Support this podcast at — https://redcircle.com/net-rocks/donations

18 Feb 201055min

Stephen Toub on .NET 4.0 Concurrency Features

Stephen Toub on .NET 4.0 Concurrency Features

Stephen Toub talks to the boys about the new concurrency features in .NET 4.0.Support this podcast at — https://redcircle.com/net-rocks/donations

16 Feb 20101h 9min

Bret Piatt and Josh Odom RackSpace Clouds

Bret Piatt and Josh Odom RackSpace Clouds

Bret Piatt and Josh Odom from Rackspace talk about their company's offerings for hosting in the cloud.Support this podcast at — https://redcircle.com/net-rocks/donations

11 Feb 201045min

Ron Jacobs on Azure AppFabric

Ron Jacobs on Azure AppFabric

Ron Jacobs talks to Carl and Richard about the Windows Azure platform AppFabric, which provides secure connectivity as a service to help developers bridge cloud, on-premises, and hosted deployments.Support this podcast at — https://redcircle.com/net-rocks/donations

9 Feb 20101h 5min

Walling and Taber on Micropreneur Academy.

Walling and Taber on Micropreneur Academy.

Rob Walling and Mike Taber talk about the Micropeneur Academy, a web-based community with the mission to assist one-man tech companies in reaching their goals. Membership is not free, but it's not expensive either.Support this podcast at — https://redcircle.com/net-rocks/donations

4 Feb 201047min

Kent Brown and Ed Pinto on WCF 4.0

Kent Brown and Ed Pinto on WCF 4.0

Richard and Carl talk to Kent Brown and Ed Pinto about the new features of WCF (Windows Communication Foundation) 4.0, which will be released April 12, 2010.Support this podcast at — https://redcircle.com/net-rocks/donations

2 Feb 20101h

Catching up with Juval Löwy

Catching up with Juval Löwy

Juval is back to talk to Carl and Richard. They get to the bottom of his "Every Object Should be a WCF Service" argument, and get his insights into the current state of .NET development.Support this podcast at — https://redcircle.com/net-rocks/donations

28 Jan 20101h 1min

oData

oData

Carl and Richard get the word on oData from Brad Abrams, Bob Dimpsey and Lance Olson.Support this podcast at — https://redcircle.com/net-rocks/donations

26 Jan 201053min

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