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Editing & enhancement

Outpainting

Outpainting extends an image beyond its original edges, generating new content that continues the scene - used to widen a crop, change the aspect ratio, or build out a larger composition.

Outpainting is the mirror image of inpainting. Instead of regenerating inside the picture, it generates outside it - filling in new canvas around the original so the scene continues naturally past its borders.

What you can do with it

  • Change the aspect ratio of an existing image (e.g. turn a square into a wide banner) without cropping the subject.
  • Zoom out to reveal more environment around a tightly framed shot.
  • Repair an awkward crop or reconstruct a scene that was cut off.

How it works

The new border regions start as noise, and the model denoises them while reading the existing pixels as context - matching perspective, lighting and style so the extension looks like it was always there. Best results come from extending in moderate increments rather than doubling the canvas in one pass.

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