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By positioning multiple input views within the model's spatial context, Atlas allows you to generate image and video frames with precise control. Here, we hand-designed a camera trajectory to generate a 1 minute video at 1440p resolution from seven reference images.

252,029 views • 1 month ago •via X (Twitter)

18 Comments

World Labs's profile picture
World Labs1 month ago

We pre-trained Atlas from scratch to take multimodal inputs, including camera movement, and turn it into 3D grounded views. Atlas puts you in control: direct the views, reconstruct real spaces with your inputs, and build explorable worlds. Read more:

World Labs's profile picture
World Labs1 month ago

Introducing Atlas: The world's first multimodal world model that generates image and video frames with pixel-perfect camera control and reconstructs them in 3D. Model the world, move the camera, and simulate space & time.

World Labs's profile picture
World Labs1 month ago

Atlas also outputs explicit 3D from one to many input images, beating top open source reconstruction models. Passing more images gives Atlas more context: the more it sees, the less it imagines.

World Labs's profile picture
World Labs1 month ago

Atlas understands both the spatial structure of the world and how it evolves over time. This lets us turn a handful of ordinary cameras into a "bullet time" multiview capture studio, capturing dynamic moments frozen in time.

World Labs's profile picture
World Labs1 month ago

For robotic simulation, Atlas reconstructs a space from just a few photos and generates the photorealistic RGB and depth data any robot's sensors would observe on any trajectory. Robots can now be trained and tested in far more spaces. Until now, scanning spaces like these required expensive equipment and time-consuming capture.

World Labs's profile picture
World Labs1 month ago

All of this is powered by one unified architecture: a multimodal autoregressive diffusion transformer, pretrained from scratch. This foundation blends the best of modern LLMs and video models, benefiting from the architectural, algorithmic, and systems advances from both areas.

World Labs's profile picture
World Labs1 month ago

Atlas is our scalable foundation model that can perceive, generate, reason, and interact with virtual and physical worlds. We're opening up early access in the coming weeks. Learn more and sign up here:

Mikko Rantalainen's profile picture
Mikko Rantalainen1 month ago

Very nice results! The resulting artefacts look pretty similar to LoD popping in modern 3D games. Was this model trained with some footage from games which made it learn that LoD popping would be a good thing?

glimmer's profile picture
glimmer1 month ago

Video games in the future will look so amazing

Squirtlebosco's profile picture
Squirtlebosco1 month ago

Incredible

Loong🐉's profile picture
Loong🐉1 month ago

Control over camera trajectory AND 1-min coherent 1440p is the real jump — most "world models" ship short clips or static scenes. Atlas taking 7 reference shots and generating a full minute of consistent new viewpoints is the actual novelty.

Anton Martynov's profile picture
Anton Martynov1 month ago

It's like magic. I want to see this in VR!👓

Marcus's profile picture
Marcus1 month ago

This AI art is so unreal! 🤯

Max Liebscher's profile picture
Max Liebscher1 month ago

wow, looks like we're finally there

Max Kar's profile picture
Max Kar1 month ago

Looks really dope, well done!

Andy Yeh's profile picture
Andy Yeh1 month ago

the style fits Dragon Quest.

Mustapha's profile picture
Mustapha1 month ago

I don't know how it looks with VR

LA8's profile picture
LA81 month ago

prompt roulette finally got a tripod

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