Product inputs
Start from flat-lays, packshots, mannequin shots, reference photos, or the catalog data your team already manages.
Product capability · Catalog visuals
Turn product assets into catalog-ready visuals.
Generate on-model product imagery with reusable visual direction, model routing, production QA, and delivery paths that fit enterprise catalogs.
Why it matters
Catalog coverage needs repeatable production rules.
A good generated image is useful. A commercial catalog needs consistency across product categories, drops, channels, models, crops, and quality review.
Reusable visual systems
Keep model selection, crop, background, lighting, styling, and channel rules attached to the workflow instead of every prompt.
Approved delivery
Move reviewed assets into PDPs, apps, campaigns, or internal tools with product metadata and provenance context preserved.
Mechanism
Catalog visuals become a governed production workflow.
Uwear connects product assets, catalog metadata, model choices, art direction, QA states, retries, and output metadata so teams can generate coverage without rebuilding the workflow product by product.
Workflow
How catalog visuals move from input to approved asset.
01
Connect the product source
Bring product imagery, variant metadata, category rules, and required output formats into the production run.
02
Apply the visual direction
Use reusable art direction, approved model choices, and garment-aware routing to keep catalog coverage consistent.
03
Generate with production states
Run single products, structured batches, or continuous jobs as new product assets arrive.
04
Review, retry, and deliver
Approve strong outputs, retry exceptions, and hand off only the visuals that meet the catalog quality bar.
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