FRUC

Scene reconstruction · Bundled collaborative driving scenes

How this tool works

Demo hosted by hugging-apps on Hugging Face.

About FRUC

FRUC reconstructs dynamic driving scenes from views captured by collaborating agents. The demo uses bundled V2X-Real samples: an ego vehicle and a collaborator, each observed at two consecutive timestamps.

The model predicts cameras and a Gaussian scene representation from the images. You can inspect a new viewpoint, compare collaborative fusion with an ego-only reconstruction, or remove dynamic Gaussians. These controls make the Space useful for examining the contribution of extra viewpoints.

How to use FRUC

  1. Choose a bundled cooperative driving scene.
  2. Select the reconstruction and camera-movement settings, then run the demo.
  3. Compare fusion settings or dynamic-object removal in the rendered result.

What to know before you start

  • The documented workflow uses bundled scenes rather than a general-purpose video upload.
  • Removing dynamic Gaussians is a scene-editing demonstration, not a validated reconstruction of every hidden surface.

The provider controls availability, sign-in, processing, and downloads. Save any result before reloading or closing the demo.

Do I need camera calibration files to try this demo?

No. The documented workflow estimates camera parameters from its input RGB views and provides the example scenes for you.

Search tools and guides

28 tools and guides

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