Choose the right input

When a photo is not a tape measure

One ordinary photo can show visible proportions, but pixels alone do not provide a calibrated circumference in centimeters. Choose the method that produces the output you actually need.

Inputs and outputs are different
InputUseful outputBoundary
One ordinary photoVisible proportions and appearance contextNo calibrated circumference
Guided multi-view captureA model-based dimensional estimate, if the product validates that outputFollow its capture protocol and read its validation limits
Photo with known scale referenceA length reference at a known planeDepth and perspective still need handling
Physical tapeCircumference at the selected landmarkRepeat landmark, angle and tension

Method note: these are explanatory examples and blank worksheets. They do not diagnose health, calculate tissue composition, or send entered information to LeanLens. Review the photo privacy guide before starting a scan.

Four different input contracts

A single fitness photo, guided multi-view capture, a known scale reference and a physical tape provide different kinds of information. The table below keeps their outputs separate.

Use a photo for visible context

A repeatable photo can help you compare silhouette and visible change. Pose, perspective, clothing and camera distance alter the image. It cannot directly establish a real-world waist or chest circumference without additional calibration and a validated measurement method.

FAQ

Common questions

A single uncalibrated image does not establish a physical circumference. Apps may estimate from additional assumptions or guided capture; check their exact input and validation method before treating an output as a measurement.

A known scale helps relate pixels to length at its plane, but perspective, body depth, pose and landmark definition still matter.