🆕 If someone says “world model,” ask: which kind?
✅ From tokens to environments: what “world model” is trying to mean
https://gradientflow.substack.com/p/world-model-is-a-mess-heres-how-to

#AI #ArtificialIntelligence #GenAI #MachineLearning #DeepLearning #WorldModels #SpatialAI #EmbodiedAI #PhysicalAI #Robotics #ComputerVision

"World Model" is a mess. Here’s how to make sense of it.

Subscribe • Previous Issues

Gradient Flow

🧰 Practical GeoAI Tools

Have you tried TorchGeo? 🌍✨

It’s a PyTorch library built for remote sensing and geospatial data, basically torchvision for Earth observation. 🚀

With ready-to-use datasets, spatial transforms, and pre-trained models, TorchGeo makes it easy to train deep learning models on satellite imagery and geospatial layers.

🔗 Explore TorchGeo: https://github.com/torchgeo/torchgeo

#GeoTech #GIStools #RemoteSensing #SpatialAI #TorchGeo #GeospatialTech #MundusLife #EarthObservation

GitHub - torchgeo/torchgeo: TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data - torchgeo/torchgeo

GitHub
Fei-Fei Li’s Startup Allows You to Walk in the 3D World of Edward Hopper Paintings. The new startup is working to develop AI models with so-called "spatial intelligence.
https://zurl.co/PgEi
#ai #genai #spatialai
Fei-Fei Li’s Startup Allows You to Walk in the 3D World of Edward Hopper Paintings

The startup’s A.I. models can turn famous artworks like Edward Hopper’s “Nighthawks” into 3D worlds.

Observer
For Nvidia, spatial AI and the ‘omniverse’ entering physical world may be the next big thing
https://zurl.co/Wwk3
#ai #nvidia #spatialAI
For Nvidia, spatial AI and the ‘omniverse’ entering physical world may be the next big thing

Spatial artificial intelligence and robotics is developing as we speak, and it's bringing the technological focus back into the physical world.

CNBC

The new issue of our TUMcampus magazine is here! 📖Learn more about Caroline Leiss, the new head of our university library, as well as sustainable #BuildingMaterials, #spatialAI, #DigitalEducation technologies and more: https://go.tum.de/216044

📷A.Eckert

A librarian with a passion

She has a passion for her job: the new head of the TUM University Library, Caroline Leiss. In this issue you can also get to know architect Jeannette Kuo, who is researching sustainable building materials. Or read an interview with Enkelejda Kasneci about how ChatGPT can lead to greater educational equity. Also in the issue: statistician Emmanuel Owiredu Odame, who came to TUM from Ghana with the TUM.Africa Talent Program to research jet lag syndrome.

#SpatialAI can enable a #drone to distinguish between static and dynamic elements. This new approach will be used by #cartographers mapping forests, in ship inspections and when building walls: http://go.tum.de/384665

📷A.Heddergott

For a good introduction to my work in SLAM, Computer Vision and Robotics, listen to my recent conversation with Gil Elbaz on the Unboxing AI podcast. Covering SLAM, neural fields, GBP, compute hardware, RL and more! Plus at the end he asked for my tips for new researchers; I hope I said useful things...

Available here (including links and transcript), or on Spotify and all the usual podcast apps:
https://t.co/bTTkyvvhfK

#SpatialAI

The things you can do with #OpenCV #AI Kit are endless, which you can enjoy doing with @opensuse #SpatialAI, tracking masks at stores to enforce #COVID19 protection measures are just a few of the many things that can be done with this inexpensive kit using #openSUSE. https://news.opensuse.org/2021/01/19/OAK-available-for-openSUSE/
OAK compatibility with all openSUSE

While fcused on the openSUSE Innovator initiative as an openSUSE member and official Intel oneAPI innovator, I tested the OAK AI Kit device on openSUSE Leap ...