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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Commercializing Open Source with Victoria Melnikova

Commercializing Open Source with Victoria Melnikova

How do you commercialize open-source products? While at NDC Porto, Carl and Richard talked to Victoria Melnikova about her work with Evil Martians, helping startups make open-source products and make ...

9 Marras 202349min

.NET Conf with Jeff Fritz

.NET Conf with Jeff Fritz

Are you ready for .NET Conf? Carl and Richard talk to Jeff Fritz about the latest version of .NET coming out - and the online event that celebrates it! Jeff talks about his top ten favorite sessions i...

2 Marras 202354min

Observability Engineering with Charity Majors

Observability Engineering with Charity Majors

What is observability engineering, and why do you need some? While at NDC in Porto, Carl and Richard recorded a .NET Rocks Live with Charity Majors, one of the founders of Honeycomb. Charity talked ab...

26 Loka 202350min

bUnit Update with Egil Hansen

bUnit Update with Egil Hansen

What's the latest with bUnit? Carl and Richard chat with Egil Hansen about his excellent testing library for Blazor. Egil digs into the ongoing improvements being made in Blazor and how bUnit can supp...

19 Loka 202356min

Data Sharding with Oren Eini

Data Sharding with Oren Eini

What is data sharding, and why do you need it? Carl and Richard talk to Oren Eini about his latest work on RavenDB, including the new data sharding feature. Oren talks about the power of sharding a da...

12 Loka 20231h 4min

Kubernetes Tooling with Annie Talvasto

Kubernetes Tooling with Annie Talvasto

How do you make Kubernetes easier to use? While at the Copenhagen Developers Festival, Carl and Richard talked to Annie Talvasto about her work with Kubernetes and the Cloud Native Compute Foundation....

5 Loka 202347min

Azure and GitHub with April Edwards

Azure and GitHub with April Edwards

Azure and GitHub - better together? While at the Copenhagen Developer Festival, Carl and Richard talked to April Edwards for a special .NET Rocks Live. April talked about how Azure and GitHub work wel...

28 Syys 202355min

Data Science and UX with Grishma Jena

Data Science and UX with Grishma Jena

Data Science and UX should be the best of friends! While at the Copenhagen Developer Festival, Carl and Richard talked to Grishma Jena about her work in data science at IBM - and working closely with ...

21 Syys 202348min