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A generated concept exists only from one angle. World Labs’ Atlas estimates its 3D structure from that single image, then generates views from cameras you choose.
A generated cardboard concept model and three new views of it generated with Atlas

Open the example workflow

Make a copy of this workflow in your account to try it with your own images.

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How it works

  1. Generated concept (Flux 2 Klein) makes the concept: a cardboard architectural model by frank gehry.
  2. Atlas point cloud (posed RGBD) turns the image into a posed depth point cloud.
  3. Target cameras is a list of camera positions (orbiting -35°, +35° and +70° around the model).
  4. Atlas: generate each new view renders the point cloud from each camera, guided by a short description of the model.

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Tips

  • Small orbits (under about 45°) stay most faithful. Larger moves invent more of the hidden side.
  • For views from the back, try 3D models or video models.