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.

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Data Lake Store and Analytics with Tom Kerkhove

Data Lake Store and Analytics with Tom Kerkhove

How do you stop your data lake from being a data swamp? Carl and Richard talk to Tom Kerkhove about Azure Data Lakes. The conversation digs into the impact the cloud has had a data warehousing - when ...

26 Marras 201552min

Thinking Beyond the SPA with Benjamin Howarth

Thinking Beyond the SPA with Benjamin Howarth

How do you make the Single Page Application (SPA) better? Carl and Richard talk to Benjamin Howarth about his experiences with building SPAs and solving some of their limitations. Users love the look ...

25 Marras 201558min

Building Microservices using Azure Service Fabric with Corey Sanders

Building Microservices using Azure Service Fabric with Corey Sanders

Microservices and Azure together! While at the Stockholm stop of the Azure Tour, Carl and Richard chatted with Corey Sanders in front of a live audience about the announcement at the Microsoft Connect...

24 Marras 201559min

Next Generation Airliners Geek Out

Next Generation Airliners Geek Out

So what does the future hold for commercial air travel? Carl and Richard chat about the on-going evolution of airliners, starting with the latest generation: the Airbus A380 and the Boeing 787. They r...

19 Marras 20151h 3min

Mobile Dev Stack Update with Lino Tadros

Mobile Dev Stack Update with Lino Tadros

How is mobile development evolving? Carl and Richard talk to Lino Tadros about his current work building mobile apps with lots of different technologies. Lino talks about build mobile apps natively wi...

18 Marras 201555min

Microservice Design with Paul Mooney

Microservice Design with Paul Mooney

So what are microservices anyway? Carl and Richard talk to Paul Mooney about his work architecting applications with microservice principles. Paul talks about getting granularity right, and keep servi...

17 Marras 201555min

.NET Foundation with Martin Woodward and Beth Massi

.NET Foundation with Martin Woodward and Beth Massi

How does the .NET Foundation change the way you build software? While at the MVP Summit, Carl and Richard met with Martin Woodward and Beth Massi to talk about how the .NET Foundation was created and ...

12 Marras 201558min

Readying ASP.NET vNext with Damian Edwards

Readying ASP.NET vNext with Damian Edwards

When will ASP.NET 5 ship? While at the MVP Summit, Carl and Richard talk to Damian Edwards about his work getting ASP.NET 5 out the door. The answer to the question is the first quarter of 2016. Damia...

11 Marras 201556min