Your photo never leaves this device. It’s read and measured right here in your browser tab. No upload, no server, no analytics on the image. After the model loads once, this page works fully offline.

Estimate your clothing fit from one photo

Upload a full-body photo and enter your height. FitSense estimates five garment measurements and recommends a NORDFELT size — and tells you honestly how confident it is. It’s a measuring tape in a browser tab, so we show you a range, not false precision.

1 · Your photo & height

Tap to choose, or drop a full-body photo here

JPG, PNG or WebP. Best results: front-facing, full body in frame, plain background.

Between 120 and 220 cm. This is the only number we need from you.


No photo handy? Try a built-in sample subject

These are synthetic figures (and a few deliberately broken inputs) bundled for testing — useful to see how estimates, ranges and graceful errors behave.

2 · Your estimate

Your size, measurements and confidence will appear here. Nothing is uploaded — everything is computed in this tab.

3 · Gets smarter from returns

A size chart is a guess; real fit is learned from outcomes. When customers tell us what they actually kept, FitSense discovers whether a style runs small or large and corrects future recommendations. This is a measured improvement on customers the model has never seen — not a slogan.

How this works & why you can trust it

On-device by design

The image is decoded to a local canvas and segmented in your browser. The only network request is a one-time, download-only fetch of a pinned pose model + runtime. The model is never sent your photo.

Pinned model: loading…

Honest about uncertainty

Every estimate is a probability, not a fact. We show a confidence level, a likely range for each measurement, and a size distribution — and we flag when an input is borderline or low-confidence.

You’re in control

Nothing is stored. “Clear photo” removes the image from memory immediately. You opt in before any estimate runs, and you can re-run with a different photo or height at any time.