Flat-Lay to On-Model
Turn flat-lay product photos into on-model images with AI. Your clothing on realistic AI models, no photoshoot needed.
How It Works
Why Flat-Lay to On-Model?
Perfect for brands looking to upgrade their product imagery without traditional photoshoots.
No Photoshoots Required
Transform existing flat-lay photos into professional on-model imagery without scheduling shoots.
Complete Outfit Generation
Upload multiple garments and accessories. Our AI combines them into cohesive on-model looks.
Multiple Poses & Angles
Generate various poses from a single set of flat-lays. Create complete PDPs from product photos alone.
Realistic Fabric Draping
Advanced AI understands how fabrics move and drape on the human body for natural-looking results.
Use Cases
Transform how you create fashion content across every channel.
E-commerce Catalogs
Transform your entire product inventory into on-model imagery without photoshoots.
Marketplace Listings
Upgrade flat-lay listings to professional on-model photos that drive conversions.
Social Media Content
Create engaging lifestyle imagery for social campaigns from existing product photos.
Seasonal Updates
Quickly refresh your catalog with new models for different seasons and campaigns.
Automate Your Content Pipeline
Integrate flat-lay to on-model transformation directly into your e-commerce platform or content management system with our powerful API.
- Simple REST API endpoints
- Batch processing support
- Multiple output formats (PNG, JPG, WebP)
- Custom model selection via API
Asked, answered.
What does flat-lay to on-model mean?
It means converting a photo of a garment laid flat (or on a hanger or mannequin) into a realistic photo of a model wearing that garment. The AI generates the model, pose, and scene while keeping the garment true to the original.
What input photos work best?
Clean flat-lay or packshot-style photos work best: the garment fully visible, front-facing, on a plain background. Ghost mannequin and hanging shots also work.
Can I control the model, style, and setting?
Yes. Pick the AI model identity, apply style presets or extract one from a reference photo, and add styling notes to control how the garment is worn, the setting, and the mood.
How many images do I get from one flat-lay?
You can generate multiple poses and variations from a single product shot, so one flat-lay can cover a full product page: front view, detail crops, and lifestyle-style shots.
Guides and comparisons.
How to Use Flat-to-Model
Step-by-step guide: turn product photos into on-model images.
Flat-Lay to On-Model for E-Commerce
How AI turns product photos into fashion imagery that converts.
Flat-to-Model Presets
One outfit, every style: control the look of your generations.
Create AI Presets from Any Photo
Extract pose, background, and lighting from a reference into a reusable preset.
Styling Notes
Control how the garment is worn with plain-language notes.
Recolor Into New Colorways
Change one garment’s color across a whole set, every detail preserved.
Meet Beatrice, Your Guide
Describe your goal and Beatrice points you to the right On-Model tool.
Ready to Transform Your Product Photos?
Start creating on-model imagery from flat-lays today. No credit card required.