Use case · AI content creation

AI image resizing and upscaling, from one master to every format.

AI can take one approved master image to every format a campaign needs: outpainting extends the scene for wider or taller ratios, and upscaling adds resolution for print and large format. Both work by inventing pixels, so check for artefacts and never let invented detail touch the product, faces or text. Text and logos should be re-laid out per format from live files, not stretched or regenerated.

Outpainting: extending instead of cropping

Cropping a 16:9 master to 9:16 throws away most of the image and often the product. Outpainting extends the scene instead, generating new canvas on either side or above and below so the subject stays whole. It works best when the extension is background: sky, wall, floor, landscape. Check what the model added. Common faults include repeated objects, a horizon that steps at the join, shadows falling the wrong way, extra limbs or people at the edge, and invented signage or logos. Plan the master with room around the subject, and approve extended versions as new images, not as crops of an approved one.

Upscaling for print and large format

Upscaling predicts detail that was never captured. For skies, walls and soft textures it is convincing; for small text, labels, fabric weaves, skin and jewellery it can drift into plausible nonsense or subtly change a face, which matters when the person photographed has a contract covering how their likeness is used. Print sizes set the target. Offset print wants around 300 ppi at final size. Large formats are viewed from further away and need less: a UK 48-sheet billboard is 6,096 by 3,048 mm, and the media owner or printer will state the resolution they need. Upscale, compare against the original at actual size, and restore product details from source files.

Every ratio a campaign needs

A typical campaign runs through 9:16 for Stories, Reels and Shorts; 4:5 and 1:1 for feeds; 16:9 for video and web; 1.91:1 for link previews and some display placements; 2:3 for Pinterest; and the odd sizes of banners and digital out-of-home screens, which vary by media owner. Each ratio changes what fits and where the safe areas sit. The studio's product-lock keeps the product pixel-accurate in geometry, labels and colours while the scene is extended or recomposed around it, and every format is produced from the same brief and approved as one set.

Re-laying out text and logos

Text is where resized assets fail most visibly. Stretching, squeezing or regenerating a headline produces distorted type, broken spacing or misspelt words. Keep headlines, prices, legal lines and logos as live layers and re-lay them out for each format: a wide banner might carry the headline on one line beside the product, while a vertical story stacks it above. Respect the logo's clear space and minimum size, keep legal text legible in every format, and check that prices and offers are identical across the set. When a format is too small for the full message, cut words deliberately rather than shrinking type.

Updated 25 September 2026

Questions

AI image resizing and upscaling, answered.

Can AI upscale an image for a billboard?

Often, yes, because billboards are viewed from a distance and need fewer pixels per inch than print held in the hand. Get the exact specification from the media owner or printer, upscale to it, and check product details, faces and text at actual size, replacing any invented detail from the original files.

What is outpainting?

Outpainting extends an image beyond its original borders by generating new content that continues the scene. It lets a horizontal master become a vertical story without cropping the subject out. The added areas are invented, so they need the same review as any generated image.

Why does text look wrong in resized images?

Because text in an image is just pixels: stretching distorts it and regenerating it can misspell it. Keep headlines, prices and legal copy as editable text layers and re-lay them out for each format, cutting words where space is short rather than shrinking type.

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