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Ghost Mannequin API

The mannequin disappears. The sale doesn't.
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Marketplace-ready apparel imagery in one call

The Ghost Mannequin API produces "invisible mannequin" apparel photography without a studio or manual editing. AI removes the mannequin while preserving garment shape, delivering clean, dimensional product shots with rendered interiors at necklines, cuffs, and hems. Scale from single images to full catalogs, ready for any fashion marketplace requirement.

Where Ghost Mannequins mean business

  • Apparel e‑commerce and marketplaces

  • Seller onboarding for fashion platforms

  • Catalog digitization from existing mannequin photography

  • Replacing manual ghost mannequin post-production

Core capabilities

Intelligent mannequin removal

Intelligent mannequin removal

AI detects and removes mannequins, stands, or hangers while preserving the natural drape, fit, and three-dimensional structure of every garment—from simple tees to complex layered outerwear.

Clean interior rendering

Clean interior rendering

Get the "hollow mannequin" look fashion marketplaces require, automatically. Garment interiors at necklines, cuffs, sleeves, and hems are rendered for you, with no masking or compositing required.

Handles complex garments

Handles complex garments

Works across tops, dresses, jackets, pants, and accessories. For garments with transparency or unusual construction, combine with Photo Composition or AI backgrounds for maximum control.

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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See real stories from businesses like yours

Customer story

"Photoroom's API has been key in our journey towards operational excellence in image editing. It has not only enhanced our processes but has also improved the quality of our product visuals, adding to our growth and success."

Jeff Strauss
Director of Imaging at Wolt
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Customer story

"Since adopting Photoroom API, Smartly has seen an 18.42% increase in the return on ad spend and a 72% increase in click-through rate, while saving 20 hours of work and improving image quality."

Hamza Abdou
Customer Success Manager at Smartly
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Customer story

“Photoroom shattered all expectations by seamlessly integrating user photos into captivating Barbie movie posters. Its unparalleled ease of use became the catalyst, propelling the Barbie Selfie Generator into the digital spotlight and captivating audiences worldwide.”

Cameron Curtis
EVP, Worldwide Digital Marketing at Warner Bros.
Read story

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Frequently asked questions

What is the Ghost Mannequin API?

Does it work on all garment types?

Can it handle garments photographed on real models, not mannequins?

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