Fashion & Clothing · Model diversity

Show the same garment on models with different body types and skin tones

Present the same garment on models with different body types and skin tones. Each run creates only the currently selected image. Generate other images in the series separately.

No full prompt needed—just complete the required text fields.

How it works
Before · 1 reference image
Show the same garment on models with different body types and skin tones — garment product image
After · Generated result
Show the same garment on models with different body types and skin tones — generated result

What this workflow creates

Present the same garment on models with different body types and skin tones. Each run creates only the currently selected image. Generate other images in the series separately.

Who it’s for
clothing brand
What it does
Generate diverse characters and maintain costumes
Where to use it
International market, inclusive marketing

Each run creates only the currently selected image. Generate other images in the series separately.

What you need

Garment product imageRequired · At least 1 image
Provide same garment benchmark
This model’s body shape, skin color or demographic characteristicsRequired · 1 set
Only one original model is generated at a time

Provide every required input. Add optional inputs only when useful, and mark conditional inputs as applicable only when they apply to this request.

How to use this workflow

  1. Open the generation form

    Select “Use this workflow” to see the required inputs. You’ll need to sign in before generating.

  2. Add the required inputs

    Prepare: At least 1 picture of clothing products + 1 set of model body shape, skin color or demographic characteristics. Complete every required field, add optional inputs only when useful, and mark each conditional input as applicable or not applicable.

  3. Review text and output settings

    Check “This model’s body shape, skin color or demographic characteristics” for accuracy, then choose the aspect ratio, resolution, and quality that fit this use case. The generation form shows the available options.

  4. Generate and review

    Select “Generate image,” then review the result and open the full-size image. Check it against the detailed requirements below. Each run creates only the currently selected image. Generate other images in the series separately.

Do I need to write a prompt?

No full prompt needed—just complete the required text fields.

Complete “This model’s body shape, skin color or demographic characteristics” to describe what this request should contain or create. You do not need to write generation instructions. Use the form fields to provide the images, exact copy, data, or description requested by this workflow.

Detailed result requirements

Required inputs

At least 1 picture of clothing products + 1 set of model body shape, skin color or demographic characteristics

Input quality

Clothing source pictures and clear frontal/full-body character pictures; product SKU must be provided for specific channels.

Composition

The main image of Amazon's adult clothing is usually a front view of a real person, completely uncropped, close to 3:4, with about 85% of the product, and a pure white background.

Output aspect ratio

Set the output canvas from the selected platform placement or production template, not from a reference image. Choose the option that matches this request: Diverse model images working canvas — 4:5 (recommended). Use a different ratio only when a verified placement or production template requires it. If the platform does not require a fixed aspect ratio, use 4:5 as the recommended working canvas for diverse model images. Compose the subject with appropriate breathing room. Create one aspect-ratio-specific deliverable per request; generate each additional placement as a separate output. Recompose for the selected ratio while preserving the complete subject, all text, and every required safe area. Never stretch the subject or treat cropping important content as adaptation.

What stays unchanged

Clothing styles, colors, fabric textures, prints, logos and product range.

What can change

No universal public standard is available. Check the requirements of the platform or service you will use.

Background and setting

No universal public standard is available. Check the requirements of the platform or service you will use.

Lighting and color

No universal public standard is available. Check the requirements of the platform or service you will use.

Text requirements

No universal public standard is available. Check the requirements of the platform or service you will use.

Platform size guidelines

No universal public standard is available. Check the requirements of the platform or service you will use.

Output format

No universal public standard is available. Check the requirements of the platform or service you will use.

What to avoid

Text, logos, watermarks, multiple viewing angles, and non-compliant postures are prohibited; try-on results cannot prove an accurate fit, and clothing details need to be checked.

Official and platform requirements

No universal public standard is available. Check the requirements of the platform or service you will use.

FAQ

What can I create with this workflow?

Present the same garment on models with different body types and skin tones. Each run creates only the currently selected image. Generate other images in the series separately.

Do I need to write a prompt?

Complete “This model’s body shape, skin color or demographic characteristics” to describe what this request should contain or create. You do not need to write generation instructions. Use the form fields to provide the images, exact copy, data, or description requested by this workflow.

What do I need to upload?

“Garment product image”: At least 1 image; required. JPG, PNG, and WebP are supported, up to 10 MB per image.

What does one generation produce?

Each run creates only the currently selected image. Generate other images in the series separately.

Common search terms

diverse ai fashion modelsmodel skin tone

Public evidence and sources

Three directly relevant public sources have been found, and four types of specific constraints have been extracted. The following content only restates information that appears clearly from the source; no filling in of blank fields will be made.

Generate an image

Show the same garment on models with different body types and skin tones

At least 1 picture of clothing products + 1 set of model body shape, skin color or demographic characteristics