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.

Tämä jakso on lisätty Podme-palveluun avoimen RSS-syötteen kautta eikä se ole Podmen omaa tuotantoa. Siksi jakso saattaa sisältää mainontaa.

Jaksot(2004)

Open Source Maintenance Fee Update with Rob Mensching

Open Source Maintenance Fee Update with Rob Mensching

The Open Source Maintenance Fee is more than a year old now - how are things going? Carl and Richard catch up with Rob Mensching to discuss the OSMF and its success in supporting Rob's WiX Toolset pro...

8 Heinä 58min

Azure Container Apps with Paul Yuknewicz and Jan Kalis

Azure Container Apps with Paul Yuknewicz and Jan Kalis

Have you checked out Azure Container Apps lately? Carl and Richard talk to Paul Yuknewicz and Jan Kalis about how they have sped up startup time with Container Apps using a feature called Express, and...

2 Heinä 58min

DNSimple CLI with Anthony Eden

DNSimple CLI with Anthony Eden

DNSimple has a CLI! Carl and Richard talk to DNSimple CEO Anthony Eden about the evolution of the DNSimple CLI in today's software market. DNSimple provides DNS, domain registrar, and certificate serv...

24 Kesä 58min

Data Centers in Space Geek Out

Data Centers in Space Geek Out

Do data centers in space make any sense? Time for a rare summer-time Geek Out! Richard chats with Carl about all the hype surrounding building orbital data centers for AI workloads. Richard points out...

17 Kesä 1h 17min

Event Sourcing using Cratis with Einar Ingebrigsten

Event Sourcing using Cratis with Einar Ingebrigsten

Can tooling make event sourcing implementations easier? Carl and Richard talk to Einar Ingebrigsten about his work on cratis.io - a set of open-source tools for implementing event sourcing in your app...

11 Kesä 54min

Daemonic AI with Emmz Rendle

Daemonic AI with Emmz Rendle

Is it time to build your own agent harness? Carl and Richard talk to Emmz Rendle about her work on Daemonic AI, which gives you more control over which models and tooling you use to build software wit...

4 Kesä 58min

Ten Things Scott Sauber Does On Every .NET App

Ten Things Scott Sauber Does On Every .NET App

What settings, configurations, and workflows do you use for every .NET app? Carl and Richard talk to Scott Sauber about his list - from organizing folders by feature, to logging, security, and testing...

28 Touko 55min

Using AI to Measure Quality of AI with Vishwas Lele

Using AI to Measure Quality of AI with Vishwas Lele

Large Language Models can generate a lot of text - but is it any good? Carl and Richard talk to Vishwas Lele about his ongoing efforts at pWin.ai to build tools for responding to government RFPs. Vish...

21 Touko 58min