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Clothsy AI Talk to us
Clothsy AI Talk to us

PRODUCTS

Research in the real world.

Our research becomes useful when it runs in someone’s store. Clothsy AI is our first product.

See it on you before you buy it.

Clothsy AI is virtual try-on for fashion stores. A shopper uploads one photo and sees the product on themselves, right on the product page.

  • Live on Shopify and WooCommerce, as a Shopify app and a WordPress plugin.
  • Works with the product photos a store already has. No new photoshoots or 3D scans.
  • Private by design. Shopper photos are never used for training. Shopper privacy
Visit Clothsy AI Shopify App Store WordPress.org
Featured on Product HuntClothsy AISee Yourself In Every OutfitCheck it out
Clothsy AI, powered by FabricVTON

HOW IT WORKS

One photo in, the product on you out.

Behind the button is the task our research team works on every day: keep the person, take the product, and generate an image that is faithful to both.

Person photo (input)
Person photo
Product photo of a garment (input)
Product photo
Generated try-on result (output)
Generated try-on

Keep from the personFace and identity, pose, body shape, skin, hair, background.

Take from the productGarment shape, colour, fabric texture, print, logos, details like buttons and seams.

Figure 1The task. A person photo and a product photo go in; a new image of that person wearing that product comes out. Images: the Clothsy AI demo set.

WHY THE RESEARCH MATTERS

Every open problem is something a shopper would notice.

The open problems

  1. Fabric fidelity through warping

    The shirt looks like the shirt: same print, same logo, same colour.

  2. Drape and folds

    Fit looks believable on this body, not pasted on.

  3. Pose and camera consistency

    Every image of the same outfit agrees with the others.

  4. Fast, affordable inference

    Results arrive while they are still shopping, at a cost a store can afford.

ResearchAn open problemA failure people can see, turned into a question we can test.
EvaluationA benchmark firstDecide how success is measured before building the fix.
EngineeringA model that runsFast and cheap enough for a live storefront.
ProductClothsy AIVirtual try-on on Shopify and WooCommerce stores.

FeedbackWhere results fall short in real use, that becomes the next open problem.

How work moves from a question to something a shopper uses, and how what we learn in production flows back into the research.

WHAT’S NEXT

More from the same research.

The same understanding of people, materials and objects applies well beyond one product. When there is something new to show, it will be here first.

FOR BUSINESSES

Want virtual try-on for your store?

Install Clothsy AI on Shopify or WooCommerce, or talk to us about your catalogue.

Visit Clothsy AI Talk to us