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Virtual Try-On

Pair one authorized adult photo or saved character with one owned garment image to create a reviewable clothing visualization—without claiming a real-world fit or size result.

Use this for a visual review of a specific garment—not a size, measurement, or real-world fit prediction.

Try on clothes in Studio
AI-generated product output of a fictional adult wearing an ivory blazer.
Ivory blazerAI-generated product output

What is Virtual Try-On for clothes?

Virtual Try-On combines a chosen adult identity source with a separate garment image to make a new clothing visualization. It is designed for outfit review and creative planning, not for confirming physical fit, size, comfort, or inventory.

Use a person, a garment, and a direction

Choose exactly one identity source: an authorized adult photo or a saved adult character. Add one garment reference, then describe the setting or crop. Studio sends the identity first and the garment second so the request stays understandable and reviewable.

  1. 01 · Identity
    One adult photo or one saved character.
  2. 02 · Garment
    One clear clothing reference with visible details.
  3. 03 · Direction
    A scene, crop, or presentation note—not a conflicting second outfit.

Review real product outputs before you rely on them

These six examples were generated through the same KIE image workflow used by Studio from fictional adult inputs and unbranded garment references. They are examples, not customer photos, fit studies, or product claims.

AI-generated product output of a fictional adult wearing a cobalt blue knit sweater.
Cobalt knitAI-generated product output
AI-generated product output of a fictional adult wearing a rust brown midi dress.
Rust midi dressAI-generated product output
AI-generated product output of a fictional adult wearing an olive overshirt.
Olive overshirtAI-generated product output
AI-generated product output of a fictional adult wearing a black puffer jacket.
Black pufferAI-generated product output

Who uses clothing try-on visuals?

Ecommerce teams, independent designers, resale sellers, stylists, social creators, agencies, and product marketers use them to review an outfit direction before a shoot or publishable asset is approved.

Merchandising teams
Compare a garment presentation without treating it as a catalog truth.

Creative teams
Plan lookbook, social, and campaign directions around a known item.

Independent sellers
Prepare reviewable concepts for owned garments and authorized identities.

Where a clothing visualization is useful

Use the output as a creative preview for a product-page concept, an editorial lookbook route, a social post idea, a seasonal assortment discussion, or a pre-production brief. Keep a human review step before publishing.

Product-page planningLookbook directionSocial contentSeasonal campaignsStyling proposalsInternal concept review

Which garments work best as references?

Single, clearly visible tops, jackets, shirts, knitwear, and dresses are the most straightforward starting point. The system can interpret different categories, but layered looks, hidden backs, high-gloss fabrics, and tiny details need closer review.

Tailored jackets and blazersKnitwear and casual topsShirts and overshirtsDresses with a clear silhouetteOuterwear with readable quiltingSimple single-item looks

How the Studio workflow stays valid

The workflow exposes only the identity control that applies to your selected mode and keeps the required garment reference visible in both modes.

  1. Choose Upload photo or Saved character.
    The hidden identity source is cleared immediately.
  2. Add one garment image.
    This is required in both modes.
  3. Set direction, quality, output count, and frame.
    Studio only offers compatible settings.
  4. Review the quote, generate, and inspect the result.
    Failed tasks follow the existing refund flow.
Choose person and garment

Prepare an adult source photo that the workflow can read

Use one authorized adult in a clear, well-lit image. A front-facing or lightly turned full-body photo with visible torso and hands gives the model more useful context than a heavily filtered, crowded, cropped, or dark image.

Fictional adult source person in a charcoal tee and black trousers.
Clear full-body sourceFictional input
Fictional adult source person in a white shirt and navy trousers.
Visible hands and torsoFictional input
Fictional adult source person in a stone top and dark jeans.
Simple studio lightFictional input

Prepare one garment reference with details in view

Show a single item against a simple surface. Keep the full outline, neckline or collar, sleeves, closures, texture, and color visible. Avoid a model wearing the garment, busy scenes, multiple items, unreadable labels, or watermarked source images.

Fictional unbranded ivory double-breasted blazer flat lay.
Full garment outlineFictional garment input
Fictional unbranded cobalt blue ribbed knit sweater flat lay.
Texture remains visibleFictional garment input
Fictional unbranded rust brown midi dress flat lay.
Color and cut are clearFictional garment input

Choose Upload photo or Saved character—never both

Upload photo is useful when you are working from one authorized portrait. Saved character is useful when your private Studio library already has a reusable adult identity. Switching mode clears the other source, while your garment image remains selected.

Upload photo
Use a clear PNG, JPG, or WebP adult photo you are allowed to use.

Saved character
Reuse an existing adult identity and add the same required garment reference.

Write a prompt that supports the garment reference

Let the images carry identity and garment specificity. Use the prompt for a compatible setting, crop, pose, or styling context instead of trying to overwrite the supplied garment with a second outfit.

“Full-body daylight studio image. Keep the adult identity and body proportions from the first image. Wear the supplied garment with natural drape; preserve the visible color, cut, and material texture. Relaxed stance, visible hands, clean unbranded background, no text or watermark.”

See a real identity-plus-garment result

This output used a fictional adult reference first and a fictional sand linen shirt reference second. The order is recorded in the asset provenance and mirrors the Studio request order.

AI-generated product output of a fictional adult wearing a sand camp-collar shirt.
Sand camp shirtAI-generated product output

Control identity, color, cut, texture, and proportion

The image pair anchors the identity and garment. A concise prompt can request a crop, scene, light direction, or pose. Results vary, so retain your source files and review visible face, body, garment, and edge details rather than assuming any one field is locked.

Choose composition, quality, and output count before generating

Studio presents the active model, compatible quality, frame, and output options before you submit. Image workflows do not show video duration. When you change a model, incompatible settings normalize before submission instead of producing a late availability error.

Set up an outfit preview

Compare Virtual Try-On with nearby workflows

Each workflow answers a different job. Using the narrower tool avoids a confusing prompt and makes the input contract clear.

Virtual Try-On
Specific identity source plus a specific garment reference.

Outfit Changer
Written clothing direction for an existing saved character.

Fashion Model Generator
Broader fashion campaign and editorial imagery.

3D or AR try-on
A separate product category; this page does not claim body measurement or live fit simulation.

Know the visual limits before publishing

Occluded hands, shiny materials, fine prints, tiny text, brand marks, back details, unusual poses, multi-layer looks, and difficult silhouettes can drift. Treat each image as a generated visualization and do not represent it as verified product photography or fit evidence.

Review the output with a specific checklist

Inspect details at the size and crop where you intend to use the image. Regenerate when an important visual fact is not intact.

  • Adult identity and age presentation
  • Garment color, cut, and neckline
  • Fabric texture, seams, and closures
  • Body proportions and garment drape
  • Hands, wrists, and garment edges
  • Background, text, logos, and watermarks

Use authorized sources and disclose AI when required

You are responsible for rights to the adult likeness, source photo, garment image, claims, commercial use, platform rules, and any required AI disclosure. The page examples use fictional adults and unbranded fictional garments; they are not customer proof.

Do not use the output as an ID photo, a fit promise, or a substitute for product, safety, or legal review.

See credits and generation status before you commit

Studio quotes the currently selected model, quality, output count, and total credits before submission. It reserves credits for the task, reports progress in History, makes completed outputs available to download, and applies the existing failure-refund rules when a task fails.

Virtual Try-On questions

These answers describe the visible Studio workflow and its boundaries.

Start with one clear person and one clear garment

Choose your identity source, add an owned clothing reference, and inspect the completed image before it reaches a product or campaign surface.

Open Virtual Try-On Studio