How to approve AI fashion photos and videos: fabric, fit and detail

A review method for finding garment errors, separating preferences and approving AI photos or videos by SKU and publishing channel.

ai photo quality controlfabric and fit accuracyfashion photo approval

An AI fashion photo is ready for approval when it represents the product accurately, meets its intended use and follows the agreed brand direction. An attractive image is not enough: a changed color, print or length can make it unsuitable for that SKU’s product page.

Start with product attributes

Use the physical garment and references to review color, texture, pattern, seams, fastenings, buttons and finishing. For repeated prints, check both shape and continuity. Do not assume a texture is correct because it looks sharp: sharpness can make an incorrect detail convincing.

Then assess fit and silhouette

Compare sleeve and leg lengths, width, volume, drape and proportions. A pose should not consistently conceal the area a shopper needs to understand. An image may work for a campaign without being sufficient as the main product view.

Visual review does not certify how the garment will fit every shopper. Measurements, sizes and product specifications remain necessary brand information.

Review the entire video sequence

Play the complete file and pause at pose changes. Look for details appearing or disappearing, distorted prints, color shifts and transitions that alter the silhouette. Also check the final crop, text and rights for any included audio.

A useful feedback record

SKU and version: identify the exact file.
Observation: describe the mismatch rather than simply saying it feels wrong.
Reference: identify the image or garment area that supports correction.
Priority: product error, channel requirement or aesthetic preference.
Decision: approve, correct or exclude from the agreed scope.

For example: “The seam visible in the reference has disappeared from the right sleeve; retain that finish.” This is more actionable than asking for a more realistic image.

How DELFI applies this process

DELFI includes human quality control and brand validation in production. For photography, you pay for approved photos, not generated photos. Scope and revisions are agreed before starting production from 50 SKUs.

Real production example: DELFI × Liverpool

The following material was produced by DELFI for Liverpool. It illustrates visual direction and deliverables, not measured sales results or a comparison against the original garment.