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AI Tools · Body-Fit Viewer

Body-Fit Viewer

From a single model photo, instantly preview how the same outfit looks on a different body size. The model's face, clothing and pose stay the same — you preview only the change in body shape.

Upload a model photo to start
(a full or upper-body front photo works best)
Loading engine No body detected
AI simulation example — not a real photo, and the real fit may differ.
Gender
Size
Select a gender first
Warp strength50

What is this tool?

Online store model shots are usually photographed on slim models. Shoppers with a different body size can't easily judge how a garment will look on them. This tool warps a single model photo in your browser to produce fit examples for several body sizes — no reshoot needed. Because it does not use generative AI, the face never becomes a different person and the garment design does not change.

How to use

  1. Upload a model photo (front, full or upper body). It auto-analyzes the body and excludes the model's estimated size from the list.
  2. Pick a gender and the size you want to preview.
  3. Click "Generate this size" to see the result instantly. Fine-tune with warp strength and save the image.

FAQ

Does it use generative AI?

No. It geometrically warps your uploaded photo in the browser. Face, clothing and pose are preserved, so identity does not change.

Is my photo uploaded to a server?

No. The image never leaves your browser; all processing happens locally.

Is it free?

Up to 3 generations per day without logging in, and up to 50 per day when logged in. Bulk or concurrent generation is available as a paid service on request.

Does the result match the real fit?

It is an AI simulation example. It cannot reproduce how fabric pulls or wrinkles change, so the real fit may differ. If you publish it on a product page, we recommend labeling it as an "AI simulation example".

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