Machine Learning on Geospatial Data with Malte Loller-Anderson & Mathilde Ørstavik

Machine Learning on Geospatial Data with Malte Loller-Anderson & Mathilde Ørstavik

Author: Carl Franklin and Richard Campbell August 29, 2024 Duration: 54:17
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.

Hosted by Carl Franklin and Richard Campbell, .NET Rocks! is a long-running conversation with the people building the future of software. This isn't a dry lecture; it's a lively, technical deep dive where two seasoned developers explore the vast ecosystem around Microsoft .NET, Azure, and modern development practices with a diverse roster of expert guests. Each episode feels like you're pulling up a chair in a room full of brilliant minds, listening to unfiltered discussions about real-world coding challenges, architectural patterns, and the tools that shape our daily work. You'll hear practical advice, war stories from the trenches, and forward-looking insights that go far beyond the documentation. Tuning into this podcast means connecting with a community of professionals who are as passionate about the craft as you are, offering perspectives that can transform how you approach your next project. Whether you're deep into C# or just curious about cloud-native development, these conversations provide a valuable blend of knowledge, humor, and genuine enthusiasm for technology.
Author: Language: English Episodes: 1000

.NET Rocks!
Podcast Episodes
.NET for Startups with Oleg Fridman [not-audio_url] [/not-audio_url]

Duration: 59:44
What's the right development stack for a startup? Carl and Richard talk to Oleg Fridman about his latest startup called Verb Data and the challenges of building a startup with the .NET stack. Oleg talks about how the inv…
Energy Geek Out 2021 [not-audio_url] [/not-audio_url]

Duration: 1:29:05
Geek Out Number Three - Energy! Richard chats with Carl about the state of power generation in the world today - the growth of wind (offshore wind is growing!) and solar, why geothermal isn't taking off, and then a long…
Migrating from ASP.NET Web Forms with Veli Pehlivanov [not-audio_url] [/not-audio_url]

Duration: 1:00:35
Ready to migrate from ASP.NET Web Forms? Carl and Richard talk to Veli Pehlivanov about his work helping organizations modernize their ASP.NET Web Forms applications. Veli talks about finding an appropriate migration str…
Pandemic Geek Out 2021 [not-audio_url] [/not-audio_url]

Duration: 1:02:20
Part Two of the Geek Outs - all about the Pandemic. The conversation starts out talking about the Omicron variant and how the pandemic has changed since the 2020 Geek Out. The biggest thing that has happened is having 3.…
Space Geek Out 2021 [not-audio_url] [/not-audio_url]

Duration: 1:24:58
It's the end of the year and time for a Geek Out - actually, three! With so much geeky goodness to explore, this is the first of three Geek Outs to come out in rapid succession, starting with SPACE! Richard talks about h…
The Future of Blazor with Daniel Roth [not-audio_url] [/not-audio_url]

Duration: 1:00:28
.NET 6 was huge for Blazor - what's next? Carl and Richard talk to Daniel Roth about how Blazor continues to evolve as a C#-centric way to build web applications. Daniel talks about a bunch of the key features from .NET…
Building Microservices using DAPR with Paul Yuknewicz [not-audio_url] [/not-audio_url]

Duration: 57:01
What is DAPR, and why do you want it? Carl and Richard talk to Paul Yuknewicz about how DAPR helps you build better microservices by dealing with all the plumbing. We all need messaging, security, logging, and other serv…
OpenSilver Ships with Giovanni Albani [not-audio_url] [/not-audio_url]

Duration: 49:26
OpenSilver reaches V1! Carl and Richard talk to Giovanni Albani about OpenSilver - an open-source, plug-in-free implementation of Silverlight. Giovanni talks about how the client-side of OpenSilver is different from Silv…
Thinking WAAAY Outside the Box with Mark Miller [not-audio_url] [/not-audio_url]

Duration: 52:02
How do you start thinking outside the box? Carl and Richard chat with Mark Miller about his approach to creative problem-solving - not just solving the problem, but making it appear like there's no problem at all! Mark t…
Cross-platform .NET Testing with Kendra Havens [not-audio_url] [/not-audio_url]

Duration: 48:45
How do you test .NET applications written for different browsers, different servers, and different platforms? Carl and Richard talk to Kendra Havens about the recent release of .NET 6, Visual Studio 2022, and all the gre…