Computer Vision and GeoAI

Computer vision is a field of artificial intelligence (AI) that enables computers and systems to derive meaningful information from digital images.

You might think that this is exactly what we are doing in earth observation but there are a few important differences between computer vision and what some people refer to as GeoAI.

This week Jordi inglada is going to help you understand what those differences are and why it's not always possible to use Computer vision techniques in the field of Remote Sensing.

Listen out for these key points during the conversation!

  • Why plausible or realistic data is not always a substitute for actual measurements, except when it is ;)
  • In computer vision we can learn from the data, in earth observation we know the physics
  • To do interesting work in data science you need to - Computer science, applied math, and domain expertise. You don’t need to be an expert in all three but you need to be interested in all three
  • Vectors in the machine learning world don’t necessarily have anything to do with points lines and polygons ;)

Sponsored by Sinergise, as part of Copernicus Data Space Ecosystem knowledge sharing. dataspace.copernicus.eu/ http://dataspace.copernicus.eu/

Related Podcast Episodes

Super Resolution

https://mapscaping.com/podcast/super-resolution-smarter-upsampling/

Fake Satellite Imagery

https://mapscaping.com/podcast/fake-satellite-imagery/

Sentinal Hub

https://mapscaping.com/podcast/sentinel-hub/

Google Earth Engine

https://mapscaping.com/podcast/introducing-google-earth-engine/

Microsofts Planetary Computer

https://mapscaping.com/podcast/the-planetary-computer/

BTW MapScaping has started a Job Board!

it's in the early stages but it's live

Jobs - Mapscaping.com

Some more episodes you might enjoy

ESRI, GIS careers, Geospatial Data Science

QGIS, Geospatial Python, ArcGIS Pro

Google Maps, Geomatics, Cartography

Location Intelligence, Mapping

Jaksot(254)

Data discovery - the way it should be

Data discovery - the way it should be

An interview with Anna Harer from Koordinates.com. Koordinates is a GIS data discovery platform but you might have heard it called a GIS portal. We discuss the GIS data supply chain and talk candidly ...

16 Huhti 201938min

Powering location intelligence with geo social data - Spatial.ai

Powering location intelligence with geo social data - Spatial.ai

An interview with Spatial.ai about the collection and use of geo social data and its role within location intelligence.  Geosocial data is simply location-based social media data. It is media content ...

8 Huhti 201933min

freelance mappers create maps for machines

freelance mappers create maps for machines

Mapper leverage freelance mappers to acquire data anywhere in the world and enable machines to navigate with centimeter-level accuracy. Founder & CEO Nikhil Naikal talks about his vision for the futur...

2 Huhti 201943min

Bellerby & Co - The globemakers

Bellerby & Co - The globemakers

Bellerby & Co are artisan globemakers based in Stoke Newington, London, England where they create (arguably) the best globes in the world. In this episode, you will learn what the process of creating ...

10 Maalis 201946min

Indoor mapping and navigation: Manage, visualize, and analyze data

Indoor mapping and navigation: Manage, visualize, and analyze data

An interveiw with Jibestream, and indoor mapping and naviation company

8 Helmi 201940min

The future of collecting and updating geospatial data at a global scale

The future of collecting and updating geospatial data at a global scale

Hivemapper provides mapping, visualization, and analytic tools for humans and machines alike. The system ingests video, lidar or radar data and automatically creates it into useable geospatial informa...

14 Tammi 201946min

Suosittua kategoriassa Tiede

rss-poliisin-mieli
tiedekulma-podcast
rss-mita-tulisi-tietaa
rss-tiedetta-vai-tarinaa
rss-lihavuudesta-podcast
hippokrateen-vastaanotolla
rss-duodecim-lehti
utelias-mieli
koodikahvit
rss-sosiopodi
university-of-eastern-finland
radio-antro
rss-astetta-parempi-elama-podcast
rss-metsantuntijat-podcast
rss-ylistys-elaimille
rss-tervetta-skeptisyytta
rss-kasvikutsut