From Pixels to Precision: How Our Body Measurement Tool Works With Just Two Photos

Redefining digital body capture—no tape measure, no app, no friction.

For decades, brands have relied on outdated sizing methods: vague size charts, self-measured inputs, or generic fit models. At Couture Technologies, we’re bringing body data into the 21st century.

Our AI-powered body measurement tool captures accurate full-body dimensions from just two photos taken on any mobile device—no special equipment or app download required. All customers need is a solid-colored background and form-fitting clothing.

How It Works

1. Guided UX Flow – Shoppers are walked through a simple, mobile-friendly photo capture process.

   
   

2. Pose Estimation & Segmentation – Our technology identifies key landmarks on the body and isolates it from the background.

   
   

3. 3D Reconstruction – Using proprietary computer vision and machine learning models, the system generates a high-fidelity 3D body model that’s highly accurate.

   
   

4. Measurement Extraction – From this model, we extract a comprehensive set of measurements (chest, waist, hip, inseam, rise, and many more) to generate a complete digital fit profile.

   
   

The result: a frictionless, fast, and private body capture solution that feeds directly into our virtual try-on experience and sizing recommendations.

Why It Matters

• Shoppers get a hyper-personalized fit preview, increasing purchase confidence

• Brands collect valuable sizing data to inform product development

• Retailers reduce size guesswork and cut down on return rates

  
  

Experience frictionless fit technology.