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Virtual Try-On

See yourself in any outfit

Virtual Try-On lets you see exactly how a piece of clothing looks on a specific person before buying or producing anything. Upload a photo of a person and a photo of the garment — top, bottom, dress, or full outfit — and get a realistic image of them wearing it.

This is the fastest way to visualize outfit combinations, test clothing on different body types, or generate on-model product shots without a photo shoot. It uses multiple AI models so you can choose between the highest quality output and faster, cheaper previews depending on what you need.

What you can do

  • try_on — generate a realistic image of a person wearing a specific garment, with choice of AI model for different quality levels
  • list_models — browse available try-on models with quality and speed comparisons

Who it's for

Fashion brands generating on-model product imagery without a photoshoot. E-commerce teams testing how clothes look across different body types. Shoppers who want to see an item on themselves before purchasing. Stylists building lookbooks and outfit combinations digitally.

How to use it

  1. Use list_models to see quality vs. speed tradeoffs for each model
  2. Run try_on with a person photo URL and a garment photo URL
  3. For the best results, use a full-body or upper-body photo for the person and a flat-lay or mannequin shot for the garment
  4. Use the category field to specify the garment type if auto-detection needs help

Getting started

Have two image URLs ready: one showing the person (upper or full body, clothing area clearly visible) and one showing the garment (flat-lay or on-mannequin works best). The default model auto-detects garment type and gives the best quality results.

Try On

Upload a person photo and a garment photo to generate the person wearing that clothing. Works with tops, bottoms, dresses, and full outfits.

Returns: Image of the person wearing the garment, downloadable asset, and shareable page link
List Models

List all available virtual try-on models with pricing, quality details, supported garment categories, and licensing info.

Returns: All available virtual try-on models with pricing, quality, categories, and licensing
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v0.022026-04-14
  • Accept personas, outfits, and products from your file library
v0.012026-03-25
  • Initial release: 5 try-on models (FASHN, Quick, Kolors, Leffa, CAT-VTON)

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Frequently Asked Questions

What photos work best for a try-on?

Use a full or upper-body person photo with the clothing area visible, plus a flat-lay or mannequin garment photo.

Can it handle tops, bottoms, dresses, and full outfits?

Yes. The tool supports all of those garment types.

Which model should I choose?

`fashn` is the best-quality default, `quick` is the cheapest preview, `kolors` is the middle ground, `leffa` adds explicit garment control, and `catvton` is research-only.

Can I compare models before I try a look?

`list_models` shows the available models with pricing, quality, supported garment categories, and licensing info.