Virtual Try-On Engine

Labs & InnovationComputer Vision / E-Commerce / Fashion IndustryPrototype / MVP

The Challenge

E-commerce fashion brands lose up to 30% of revenue to returns caused by poor fit expectations. This engine lets shoppers see photorealistic previews of garments on their own body from a single photo—boosting conversion rates and dramatically cutting return costs.

What We Built

A custom Computer Vision / E-Commerce / Fashion Industry solution, engineered specifically to eliminate the friction described above.

Key Capabilities

✦Reduces return rates by giving customers confidence in fit before they buy
✦Works with a single customer photo—no body scanner or special hardware needed
✦Generates photorealistic try-on images that drive higher conversion rates
✦Handles any garment type or outfit combination for full catalog coverage
✦Adapts automatically to diverse body shapes and poses for inclusive sizing
✦Integrates into existing product pages without disrupting the shopping experience

Results & Impact

Measurable operational improvements delivered. Details available on request.

Specific client metrics and implementation details are kept confidential. Full results shared during consultation.

Interested in a solution like this?

We keep client implementations confidential, but we're happy to walk you through a live demo of this system and discuss how it can be tailored to your specific operations — at no cost.

Book a Free Consultation →See All Case Studies

Tech Stack

YOLOFastSAMDensePoseGraphonomyOpenPoseDCI-VTON

Best Suited For

  • • Fashion e-commerce brands
  • • Online retail platforms
  • • Luxury fashion houses
  • • AR / VR startups