Virtual Fit Studio
Size-accurate AI try-on previews for e-commerce
Overview
Upload a garment once and preview it on size-matched models. Our pipeline analyzes the product image and generates realistic try-on visuals so shoppers can choose the right fit—reducing returns and boosting confidence at checkout.
Live virtual try-on preview
Upload a garment image, choose a size, and see an AI-generated preview on a matching model. Processing runs on the server with the same Gemini prompts and retry flow as our reference implementation—no separate API deployment required.
JPEG or PNG (max 20MB). Requires size model images in the project (see deployment notes).
Your garment
Size-matched preview
Key Features
AI-generated personalized avatars
Accurate body measurement from photos
Realistic fabric simulation
Multiple clothing item try-on
Size recommendation engine
AR try-on for mobile
Use Cases
E-commerce fashion retailers
Custom clothing manufacturers
Fashion marketplaces
Subscription clothing services
Virtual fashion shows
Personal styling apps
Technical Highlights
Neural rendering for realistic visualization
Physics-based fabric simulation
Body shape estimation from single image
Real-time 3D model generation
Significant reduction in return rates
Ready to Transform Your Business?
Let's discuss how Virtual Fit Studio can help you achieve your goals.