Fashion & Clothing · Garments laid flat

Turn a clothing photo into a standardized flat lay

Transform a clothing photo into a standardized flat lay. One image per request.

No prompt needed—upload the required inputs.

How it works
Before · 1 reference image
Turn a clothing photo into a standardized flat lay — original photo of character wearing target clothing
After · Generated result
Turn a clothing photo into a standardized flat lay — generated result

What this workflow creates

Transform a clothing photo into a standardized flat lay. One image per request.

Who it’s for
clothing seller
What it does
Extract and organize the clothing of the characters in the picture into separate overhead tiled product images
Where to use it
Catalog, details page

One image per request.

What you need

Original photo of character wearing target clothingRequired · 1 image
Provide the style, fit, color, fabric, pattern, logo and visible structure of the target garment

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: 1 original photo of the person wearing target clothing. 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

    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. One image per request.

Do I need to write a prompt?

No prompt needed—upload the required inputs.

Upload the images listed below; you do not need to add a written prompt. 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

1 original photo of the person wearing target clothing

Input quality

Actual clothing pictures.

Composition

Amazon's attached images can show scenes, angles, and features; Etsy's first image should accurately represent the actual product.; The tile image should fully display the product and avoid irrelevant accessories.

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: Flat Lay clothing image working canvas — 1:1 (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 1:1 as the recommended working canvas for flat Lay clothing image. 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

Fabric textures, seams, prints, silhouettes and real imperfections.

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

Parameters and selling points should be shown in attached pictures instead of Amazon MAIN pictures.

Platform size guidelines

Etsy recommends high resolution and using sRGB; Google recommends 1500×1500 or above.

Output format

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

What to avoid

Etsy requires that you not hide defects or create expectations that are different from the actual product, and usually keep at least one unedited real photo.;No smoothing or build may be used to hide actual damage, stains or defects related to condition of sale.

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?

Transform a clothing photo into a standardized flat lay. One image per request.

Do I need to write a prompt?

Upload the images listed below; you do not need to add a written prompt. 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?

“Original photo of character wearing target clothing”: 1 image; required. JPG, PNG, and WebP are supported, up to 10 MB per image.

What does one generation produce?

One image per request.

Common search terms

flat lay clothing photo

Public evidence and sources

Five directly relevant public sources have been found, and six 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

Turn a clothing photo into a standardized flat lay

1 original photo of the person wearing target clothing