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Quality control

AI fashion photo review checklist before publishing

By the Kola team · Updated Oct 18, 2026 · 4 minute read

A quality-control checklist for checking generated clothing photos for inaccurate colour, print, garment shape and visual artifacts.

AI fashion photo review checklist before publishing — fashion visual example

Inspect the details that affect a purchase

Compare overall colour, silhouette, length and layering. Inspect print scale, pockets, buttons, seams and trim. Use a second, closer reference for a detail that must be exact. If the image implies a fit or feature that the product does not have, do not publish it as a factual view.

Inspect hands, jewellery, props, background edges and shadows. Check for duplicated or malformed objects and text. Confirm the crop works at the size and position where the image will appear.

A social crop can be expressive; a product detail image should prioritize clarity. Preview the output at real display dimensions, approve it against the product version and retain the original reference for comparison.

Put the guidance into practice

For a patterned skirt, compare the print scale and colour in the source, then zoom in on the waist and hem. Check the model pose does not hide a closure and the setting does not add a false reflection. A clear side-by-side review can catch problems that are harder to notice in a single image.

Before you publish

Frequently asked question

Should I use an AI image if one product detail is wrong?

Do not present an inaccurate image as a factual product view. Request a correction or use a real product photo.

A CLEAR NEXT STEP

Plan your next product story.

See package quantities and delivery notes, or ask Kola about a custom brief.

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AI-generated campaign visuals should be checked against the actual garment before publication. Kola does not promise a particular search ranking or sales outcome.