See any garment
on any person.
Add a photo of a person, add a photo of a garment: Wearo returns the person wearing it, in about 20 seconds.
- No sign-up needed
- Result in about 20 seconds
- Also an MCP tool for AI agents
Try it on
1 · A person · 2 · A garment · 3 · Try it on. Up to two minutes at busy times.
Daily try-ons: 5 per Hugging Face account, 5 per network. A wedding-dress try-on counts as two.
| __i18n__{"__type__": "translation_metadata", "key": "label_person"} | __i18n__{"__type__": "translation_metadata", "key": "label_garment"} |
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Wedding dresses
A dedicated mode that renders the dress's train on the floor. A wedding-dress try-on counts as two.
The person
- Standing, facing the camera, full length, with some space below the feet.
- Fitted, light-coloured clothes.
- Arms along the body, not in the pockets.
The dress
- On a mannequin or a model facing the camera, full length.
- The train spread on the floor, visible.
- A dress laid flat or on a hanger is not supported.
The train
- When the train could not be rendered, the try-on is refunded: it does not count, and the image is still shown with a note.
- Trying again often helps.
| __i18n__{"__type__": "translation_metadata", "key": "label_person"} | __i18n__{"__type__": "translation_metadata", "key": "label_dress"} |
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Daily try-ons: 5 per Hugging Face account, 5 per network. A wedding-dress try-on counts as two.
Tips for great results
What Wearo's test campaigns on its production engine taught us, starting with wedding dresses.
The person
- Standing, facing the camera, the whole body or at least the whole area the garment will cover in the frame. Camera at chest or eye level.
- A plain background: a wall or a studio backdrop.
- Fitted, light-coloured clothes. Bulky or dark layers can show through the new garment.
- Arms along the body or on the hips. Hands in pockets can make pockets appear on the garment.
- A sharp photo, at least 800 pixels tall, with one person only.
The garment
- One garment per photo, seen from the front and shown whole: nothing cropped at the hem or the sleeves.
- A packshot on a plain background, or the garment worn by a model standing face on.
- A front view gives the most faithful result. A three-quarter or side view still works, with less detail.
The result
- Each try-on is a new generation: if a detail is off, press Try it on again.
Use it from an AI agent
The same try-on, as a tool for Claude, Cursor or any MCP client.
This Space is an MCP server with two try-on tools. virtual_try_on_dress_person takes two image URLs, a person and a garment, and returns the try-on. virtual_try_on_dress_person_wedding_dress does the same for a wedding dress, renders its train, and counts as two try-ons. Add this address to your agent (Claude, Cursor, any MCP client), no token needed: https://wearo-io-virtual-try-on.hf.space/gradio_api/mcp/
Bring it to your product pages
The same engine runs behind the try-on button of fashion product pages, through the Wearo API and widget: Shopify, WooCommerce, any site. The free plan includes 100 credits every 30 days, one credit per try-on.