Private browser measuring tape

Estimate garment fit from one body photo, with honest uncertainty.

Your photo is decoded and measured inside this tab. It is never uploaded, logged, or sent to analytics. Return feedback updates the size recommendation locally so the brand fit model gets sharper over time.

Try It

Upload a front-facing body photo

Best results come from a full-body, front-view photo against a simple background.

Photo Preview

No photo selected yet.

Result

Waiting for a photo

Confidence: -- 0
Upload a photo to see the measurements, uncertainty ranges, and which measurement drove the size choice.

Return Learning

The recommender learns from outcomes

When a customer returns an item as too small, too large, or a fit, that label updates a brand offset. The next recommendation reflects the measured evidence instead of blindly trusting the chart.

No return events have been applied in this browser session.