Ghost mannequin shots without the mannequin
Model Removal API
Remove the model from on-model photography to produce clean ghost mannequin or flat-lay style images. Preserve garment shape and detail with one API call.
Used by fashion studios processing 5,000+ product shots per month on Runflow.
Try it yourself
How it works
No pipeline to build, no models to configure.
Send your on-model photo
Send an on-model fashion photo. JPEG, PNG, or WebP up to 4096x4096px.
AI removes the model
Runflow's pipeline separates the garment from the model, closes necklines and sleeves, and generates a clean ghost mannequin image.
Get catalog-ready output
Receive a clean ghost mannequin image — replacing hours of manual retouching in under 5 seconds.
Remove the model, keep the garment
The API separates the garment from the model, preserving fabric shape, draping, and detail. Output is a clean ghost mannequin or invisible model image ready for your product catalog.
Automatic neck and sleeve closure
After removing the model, the API closes the neckline, sleeves, and waistline to create a natural-looking ghost mannequin effect. No manual retouching needed.
Built for fashion catalog scale
Process entire photoshoot batches in one job. The API handles individual images or bulk batches with async webhook delivery — ideal for seasonal launches and marketplace compliance.
Replace hours of manual retouching
Ghost mannequin retouching typically costs $3–$10 per image and takes hours. The API delivers the same result in seconds at a fraction of the cost.
Model removal for every fashion workflow
From DTC brands to resale marketplaces. One API to produce ghost mannequin imagery at scale.
Fashion Ecommerce
Create consistent ghost mannequin product shots across your entire catalog. Marketplace-ready imagery without physical mannequins or retouching. Think: ASOS, Zalando, Myntra.
Fashion Marketplaces
Enforce listing image standards automatically. Process seller-uploaded on-model photos into clean product shots. Think: Amazon Fashion, Farfetch, THE ICONIC.
Photography Studios
Offer ghost mannequin services at scale without manual retouching overhead. Process client batches in minutes, not days. Think: Product photography agencies.
Brands & Wholesale
Generate clean product imagery for lookbooks, B2B portals, and wholesale catalogs from on-model photoshoots. Think: H&M, Uniqlo, Boohoo.
Resale & Recommerce
Convert seller-uploaded on-model photos into standardized product shots. Professional listings drive higher sell-through. Think: Poshmark, ThredUp, Vestiaire.
Catalog & Print Production
Prepare ghost mannequin imagery for seasonal lookbooks, print catalogs, and wholesale line sheets. Batch-process thousands of images for consistent output.
Working with Runflow changed how we build. Our developers can integrate a new AI feature by calling an endpoint — they don’t need machine learning expertise, infrastructure knowledge, or DevOps skills. We just focus on making the best product, and Runflow handles everything underneath.
Simple, per-image pricing
One price per image. No retouching overhead, no infrastructure to manage.
Fixed pricing for on-model removal.
Ghost mannequin images with automatic neck and sleeve closure. Compare to $3–$10 for manual retouching.
Cost Comparison
Your data stays yours
Images are processed in isolated environments with automatic cleanup. Zero data retention by default.
SOC 2 Type II compliant.
Frequently asked questions
Ready to automate your ghost mannequin workflow?
Replace manual retouching with a single API call. $0.30/image, catalog-ready output in under 5 seconds.