AI Image Extender

AI Image Extender work begins with a visual purpose, not random variation. This route helps designers adapting an existing image to wider, taller, or alternate placements decide which new canvas area can be invented without distorting the protected subject or factual context. It creates a structured, reviewable plan while making clear that no live image model or file-processing backend is connected.

Define the outpainting canvas plan

Prepare authorized original, protected region, current crop, ratio, and provenance; target dimensions, extension sides, negative space, and content placement; perspective, horizon, vanishing lines, lighting, depth, texture, and repeated patterns; and faces, architecture, products, seam checks, disclosure, export, and seam checks. Mark protected elements, optional atmosphere, and explicit exclusions separately.

Four moves for the outpainting canvas plan

1. Frame. Lock the original pixels and mark regions that cannot change.
2. Compose. Set the final canvas and choose which sides receive new content.
3. Specify. Describe perspective, light, texture continuation, and allowed invention.
4. Inspect. Inspect seams, repeated objects, geometry, factual context, and alternate crops.

Evaluate one representative image or crop before expanding the extension sequence. The hardest edge, face, label, text area, or ratio often reveals more than a polished gallery example.

Readiness signals

• Protected pixels and subject geometry remain unchanged.
• Perspective, horizon, light, and texture cross the seam naturally.
• Invented areas do not add misleading people, products, signs, or events.

canvas record target placement, dimensions, reviewer, provenance, and the reason each reference is authorized. Preserve the original materials and separate provider claims from observed behavior.

Extension pass cards for the outpainting canvas plan

• outpainting canvas plan card 1: Begin with authorized original, protected region, current crop, ratio, and provenance. Confirm that protected pixels and subject geometry remain unchanged. If allowing the model to redraw the original subject appears, use this correction: Lock the original pixels and mark regions that cannot change.
• outpainting canvas plan card 2: Begin with target dimensions, extension sides, negative space, and content placement. Confirm that perspective, horizon, light, and texture cross the seam naturally. If ignoring perspective and repeating texture patterns appears, use this correction: Set the final canvas and choose which sides receive new content.
• outpainting canvas plan card 3: Begin with perspective, horizon, vanishing lines, lighting, depth, texture, and repeated patterns. Confirm that invented areas do not add misleading people, products, signs, or events. If inventing factual content in a documentary image appears, use this correction: Describe perspective, light, texture continuation, and allowed invention.
• outpainting canvas plan card 4: Begin with faces, architecture, products, seam checks, disclosure, export, and seam checks. Confirm that protected pixels and subject geometry remain unchanged. If creating only one crop when several placements are required appears, use this correction: Inspect seams, repeated objects, geometry, factual context, and alternate crops.

Each card ties an canvas input to one visible acceptance signal and one recovery step. A second reviewer should be able to understand the intended composition without reading the creator’s mind.

Common failure modes

• Avoid allowing the model to redraw the original subject.
• Avoid ignoring perspective and repeating texture patterns.
• Avoid inventing factual content in a documentary image.
• Avoid creating only one crop when several placements are required.

When the image looks persuasive but violates a protected fact or rights boundary, reject it. A stronger prompt cannot repair a concept whose purpose or canvas source use is inappropriate.

Rights, disclosure, and canvas source handling

Use references you own, license, or are otherwise authorized to use. Do not impersonate real people, copy protected characters or logos, imitate a living artist, or present synthetic scenes as documentary seam checks. Disclose synthetic media where context, platform policy, or audience expectations require it.

Keep confidential designs, customer photos, credentials, medical images, private documents, and unpublished products out of unapproved providers. Extension pass model and provider terms before any future generation.

Limits of the outpainting canvas plan

The planner performs no outpainting. Extensions are synthetic content and may need disclosure, manual retouching, and rights extension pass.

Use the completed outpainting canvas plan to write an authorized prompt, create a controlled provider test, hand off to a designer, or decide that the visual idea needs stronger seam checks and rights extension pass first.