September 17th, 2024

WonderWorld: Interactive 3D Scene Generation from a Single Image

WonderWorld is a novel framework from Stanford and MIT that generates interactive 3D scenes from a single image in under 10 seconds, allowing user-defined content and real-time navigation.

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WonderWorld: Interactive 3D Scene Generation from a Single Image

WonderWorld is a novel framework developed by researchers from Stanford University and MIT for interactive 3D scene generation using a single image as input. The system allows users to specify scene contents and layouts through text and navigate the generated scenes in real-time. Utilizing a technique called Fast LAyered Gaussian Surfels (FLAGS), WonderWorld can create connected and diverse 3D scenes in under 10 seconds on a single A6000 GPU. This approach overcomes limitations of existing methods that typically require multiple views and extensive optimization processes. The FLAGS representation enables faster scene generation by using a geometry-based initialization, which streamlines the optimization process. Additionally, the system incorporates guided depth diffusion to ensure coherent geometry across generated scenes. Users can interact with the virtual environment using keyboard controls or touch screen gestures, enhancing the experience of content creation and exploration. WonderWorld demonstrates significant potential for user-driven applications in virtual environments, making it a promising tool for various creative and educational purposes.

- WonderWorld generates interactive 3D scenes from a single image in under 10 seconds.

- The system allows users to specify scene contents and layouts via text.

- It employs Fast LAyered Gaussian Surfels (FLAGS) for efficient scene representation.

- Users can navigate and explore generated scenes in real-time.

- The framework supports various camera movement styles for scene generation.

AI: What people are saying
The comments on the WonderWorld framework reflect excitement and curiosity about its potential applications and capabilities.
  • Many users express enthusiasm for the technology, calling it "amazing" and "incredible."
  • There are suggestions for creative uses, such as creating interactive experiences and virtual environments.
  • Some commenters inquire about technical aspects, like the possibility of voxel output.
  • Users envision combining the technology with existing data, like Google Street View, for expansive applications.
  • Overall, there is a strong desire for public access to the technology for personal experimentation.
Link Icon 12 comments
By @stephen_cagle - 7 months
If you click on the image of "Link" (I know he is not really) in the "Interactive Viewing" section then you can see that in front of him (out of view) is a bunch of noise. I think it is interesting that it would predict randomness above just predicting nothing being there.

This is awesome tech.

By @opdahl - 7 months
Super impressive, and I can see it being useful in many cases already. Especially making interactive experiences in combination with position tracker of a user in a room. As you move around the room your perspective changes.

In a more creative approach I could imagine creating fake windows using flat-screen TVs in this approach as well. As you move around the room the perspectives would change as well, giving an illusion of the windows being real. Of course this would only work for a single person at a time but it would be quite interesting to experience. It should not be too difficult to hack it together as a solo dev.

By @anthk - 7 months
This is like 1997's Blade Runner game camera (and from the movie too):

https://youtu.be/DRx2Leb2yDE?t=1680

By @ghayes - 7 months
Does anyone know if there are variants of this that output voxels? It feels like a more concrete representation of the space versus Gaussian splats.
By @jayantbhawal - 7 months
This is AMAZING!

I hope this is released for public use at some point. I'd love to run it through some of my older photos to see what it does with them.

By @robertclaus - 7 months
It feels like "3D" is a stretch given the approach they're using. Obviously the result is pretty cool, but I suspect anything built using this tech is going to have a very distinct feel (almost like sprite based video games).
By @tetris11 - 7 months
This is incredible. You could build entire games this way.
By @owenpalmer - 7 months
Imagine Google street view data put to use in combination with this. You would essentially have an open world game of any city on earth.
By @android521 - 7 months
can wait for the code /api
By @LarsDu88 - 7 months
Very cool!
By @fnordpiglet - 7 months
This is the future I was promised. Take my money please.
By @deathsentience - 7 months
How very supercalifragilisticexpialidocious!