# Logo distortion

Logo distortion is a failure in generated fashion imagery where a logo, badge or lettering on a garment is redrawn: letters turn into near-letters, shapes change, or a mark moves or disappears.

- URL: https://humblebob.com/definitions/logo-distortion
- Publisher: HUMBLEBOB (https://humblebob.com)
- Updated: 2026-09-29

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> Logo distortion is a failure in generated fashion imagery where a logo, badge or lettering on a garment is redrawn: letters turn into near-letters, shapes change, or a mark moves or disappears.

Logo distortion is one of the easiest failures to spot and one of the most damaging to ship, because a logo is the brand's own signature on the product. Research on virtual try-on has named it for years: common methods capture a garment's overall look but [fail to preserve detailed patterns, text and logos](https://arxiv.org/html/2403.12965v1).

![Close-up of a sweatshirt laid flat with a small embroidered badge on the left chest: a circle with a three-leaf sprig inside.](https://humblebob-media.humblebob.workers.dev/humblebob-website/content/def-logo-reference-1024-7774c2198c.webp)

*The reference for this page's example: a sweatshirt's embroidered chest badge photographed flat, straight on and sharp, the kind of close-up a generator needs. (AI-generated image)*
## Where it shows up

- Chest logos and badges on tops and sweatshirts.
- Lettering on waistbands, straps and labels.
- Embroidered marks and small woven tabs, especially on denim.
- Logos on curved or folded fabric, where the generator has to redraw them in perspective.

## How to catch it in review

Zoom to 100% on every logo in every image, and compare letter by letter with a close-up reference. Near-letters, a missing serif, a letter that turns into a shape, or a badge that moved a few centimetres are all rejects. Thumbnails hide this failure completely.

![The same sweatshirt worn by a young man, chin to waist; the chest badge is now a wide oval instead of a circle and sits lower on the chest.](https://humblebob-media.humblebob.workers.dev/humblebob-website/content/def-logo-failure-1024-3eeb451b4e.webp)

*A staged failure made from the reference above: on the body, the badge's circle has been squashed into a wide oval, the leaves spread flatter to fit it, and the mark sits lower on the chest. (AI-generated image)*
## How to prevent it

- Supply a sharp, straight-on close-up of each logo as a reference, not only the full packshot.
- Plan poses that keep the logo visible and flat, instead of folded under an arm.
- When a logo fails, make the image again rather than retouching the letters in; patched lettering rarely matches the fabric's texture and light.

Part of [garment fidelity](https://humblebob.com/definitions/garment-fidelity). Related: [print drift](https://humblebob.com/definitions/print-drift).

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About the publisher: HUMBLEBOB is a production partner for fashion imagery. We read your brand, sort your briefing, make the assets, deliver them ready for your channels and put what we learn into the next drop.