Clean background
Isolate the garment from the original scene on a high-key background.
Clean Flat Lays
Convert an existing garment photo into a clean white-background flat lay for ecommerce, catalogs, and future on-model workflows.
AI fashion imagery should be reviewed against the physical product before publishing.
Primary garment
Bottom
FootwearFlat lay workflow
From an everyday product photo to a reusable catalog asset
Product-first framing
Keep the silhouette centered, legible, and reusable.
Connected workflow
Archive the result and reuse it across the Studiola workspace.
Production context
References stay attached
Top
Bottom
Footwear
Ready for direction
3 referencesWhy this workflow matters
A useful flat lay makes the product easier to read
For ecommerce, product separation, silhouette, and visible construction matter more than decorative props. A consistent flat lay can serve the catalog today and become a clean input for later creative production.
Clean background
Product-first framing
Connected workflow
Built for real outputs
Clean product inputs for every next step
Product listings
Create a clear secondary image for catalog pages.
Asset libraries
Standardize varied supplier and studio inputs.
On-model production
Reuse an approved flat lay as the garment reference.
Workflow
From source photo to catalog asset
Keep each decision visible, change one variable at a time, and compare the output with the original garment before approval.
Upload the garment
Choose a clear image without heavy obstruction or extreme perspective.
Generate the flat lay
Create a simple, product-led white-background presentation.
Review and export
Check silhouette, color, construction, and background separation.
Quick answers
Before you create
What source images work best?
Use a well-lit image where the garment is fully visible. Heavy occlusion, extreme perspective, and low resolution make accurate reconstruction more difficult.
Can I use the result for ecommerce?
The workflow is designed for ecommerce and catalog content, but every generated image should be reviewed against the physical product before publication.
Does the flat lay add props or styled backgrounds?
The current Studiola flat-lay workflow prioritizes a clean white background and product clarity instead of decorative props.
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