Tryonava | AI Virtual Try-On & 3D Body Sizing
True-to-measurement 3D
XXS–4XL per garment
On-device, encrypted

Solution Overview
Tryonava generates an anatomically accurate 3D avatar that reshapes live from a shopper's measurements — heavier or leaner, taller or shorter, the body responds region by region. Real catalog garments are then graded into nine true sizes from a single base mesh and layered on, so shoppers see exactly how an outfit will fit them, not a generic mannequin.
A generative-AI pipeline turns a vendor's flat product photos into production-ready 3D garments in minutes, making it possible to scale a catalog to hundreds of items at a fraction of traditional cost. Body data stays encrypted on the device and is never uploaded — privacy by design.
Key Features
Measurement-Driven Avatar
A calibrated 3D body model reshapes live from real measurements, with region-accurate girth so the avatar truly matches the shopper.
True-Size Garment Grading
Every garment auto-grades into 9 sizes (XXS–4XL) from one base mesh — chest, waist, hem and length each scale on their own rule, never stretching or tearing.
Generative 3D Garment Pipeline
AI turns flat vendor photos into textured, production-ready 3D garments in minutes — roughly 10–30× cheaper than a manual pipeline.
AI Fit Detection
A calibrated fit-and-ease model detects where a size will pinch or clip and recommends the smallest size that truly fits.
Real-Time On-Device Rendering
GPU-accelerated PBR rendering runs a smooth, offline 3D try-on right on the phone — rotate, zoom, and swap designs instantly.
Privacy-First by Design
Body and avatar data are encrypted and kept on-device only — never sent to a server.
Results & Impact
9 true sizes (XXS–4XL) generated automatically from a single mesh
New 3D garments produced in minutes, ~10–30× cheaper than manual
Region-accurate fit calibrated to real body measurements
Full try-on runs offline, on-device, at a smooth 60fps
Built to cut fit-related returns and boost buyer confidence

