AI Fashion Models API

Every model you need. None you have to book.

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Trusted by leading companies

Studio-quality enhancement, automated

The Virtual Model API places your products on diverse, brand-aligned AI models. Submit a flat lay or ghost mannequin image and receive polished on-model photography with customizable model attributes, poses, and settings. Generate the imagery your catalog needs in minutes, at a fraction of the cost of casting, studios, and traditional production.

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Ideal for: fashion and DTC teams scaling on-model imagery without studio overhead.

Fashion and apparel e‑commerce

Marketplace seller enablement
Rapid product drops without production lead time
A/B testing different model styles for conversion

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Core capabilities

Diverse, customizable models

Access 12+ preset virtual models with control over body type, pose (torso vs. full-body), and setting. Upload custom brand models to maintain consistent visual identity across your entire apparel catalog. And no expensive studio session required.

Preserve product fidelity

AI places your flat lay or ghost mannequin product onto the model while maintaining fabric patterns, logos, and garment details. Quality checks identify potential distortions before output.

Multiple angles from single input

Generate front-facing, three-quarter, and full-body shots from a single product image. Create richer product detail pages without additional photography.

One image editing API to access multiple solutions

Connect to a single API and unlock best-in-class tools for every stage of product visual production: from cutout to composition to video.

Background Removal

The AI background removal API detects complex edges, handles transparency, and delivers clean cutouts at scale — ideal for product catalogs and marketplace listings.

PhotoFix

Automatically correct lighting, adjust brightness, and recolor product images through a single API call. Turn inconsistent photography into catalog-ready visuals.

Reposition

Automate centering, padding, and margin compliance across your entire catalog. Meet any marketplace spec through one image editing API endpoint.

Product Beautifier

Enhance low-quality product and food images automatically. No retouchers, no studios. Our AI restores detail, corrects color, and improves overall quality at scale.

Analyze QA

Audit millions of images with AI that detects crop issues, ratio mismatches, unwanted text, and background problems. Then fixes them automatically via API.

Image to Video

Generate product videos from static images with a single API call. Perfect for social ads, product pages, and marketplace enrichment. No video production required.

Photo Composition

Compose multiple product shots into polished hero images through the API. Build bundle visuals, collection pages, and editorial layouts automatically.

Virtual Model

Place apparel and accessories on AI-generated models that match your brand aesthetic. On-model imagery via API: no casting, no studio, no production timelines.

Flat Lay

Generate consistent, editorial-quality flat lay product photography at enterprise scale. Maintain visual identity across thousands of SKUs through one API.

Ghost Mannequin

Produce ghost mannequin apparel shots with perfect shape retention through an AI-powered API endpoint. Scale invisible mannequin photography without a studio.

Easily combine solutions to create powerful workflows

From raw upload to polished hero image, bundle, and video: build every asset your catalog needs in one API flow.

Photoroom API

Benchmarking AI Background APIs

Explore detailed performance comparisons of top AI image-generating APIs.

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Testimonials

Trusted by the brands selling at first sight

35,000 images processed across markets in a 3-month rollout

"We want to deploy Photoroom for all communication teams — to make marketing teams across all our sports brands autonomous in applying the packshot guidelines, with the same quality and consistency."

Thomas SchouteetenProduct Content Leader, Decathlon

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Frequently asked questions

What is the Virtual Model API?

An API that generates on-model product photography using AI. Submit a flat lay or ghost mannequin image and receive polished imagery of your product worn by a diverse, brand-aligned virtual model.

How does it compare to a traditional photoshoot?

Virtual models eliminate casting, studio, and production timelines, generating on-model imagery in minutes at significantly lower cost. Traditional shoots remain useful for hero campaigns, but virtual models scale efficiently for large catalogs and rapid drops.

Can I use my own brand models instead of the presets?

Yes. Upload reference images of your brand's models and Photoroom will apply your products to those specific faces and body types, maintaining brand consistency across thousands of SKUs without repeated studio shoots.