Patented AI body scan technology

See what a scale
can't tell you.

Two smartphone photos. Ten seconds. A 10,000-point 3D body model and 100+ precise measurements — no hardware, no special equipment, any body type.

Also Fitness & progress tracking Uniform & workwear sizing Apparel sizing 3D digital twins
Within ½ inch
Typical error on major measurements
100+
Body measurements per scan
<10s
Processing time
1M+
Body scans in training data
Built on Cambridge research
|
2 issued patents + 1 pending
|
Works on any smartphone camera
|
Any body type, skin tone, background
|
Web-based — works on any device, no installation

How it works

Two photos. One precise 3D model.

No rotating platform. No special lighting. No wearable. Just a smartphone camera and 10 seconds — delivering the kind of body data that was previously locked behind expensive hardware.

Step 01 — Capture

Front photo + side photo

The user takes one photo from the front and one from the side, wearing fitted clothing. No special pose, no controlled environment required. Images are processed and immediately deleted.

Step 02 — Reconstruct

AI builds a 10,000-point 3D model

Our patented neural network — trained on over one million body scans, 400,000 backgrounds, and 90,000 poses — fuses both views into a precise 3D body model within 10 seconds.

Step 03 — Deliver

100+ measurements + optional 3D export

Results include 100+ body measurements — circumferences, lengths, and ratios across the full body — plus an exportable 3D OBJ file. Any measurement between any two points on the model is available on request.

Who it's built for

One technology. Three high-value markets.

The same scan technology powers fundamentally different use cases — each with its own buyer, its own ROI story, and its own reason to keep coming back.

Fitness & Personal Training

Give clients proof of progress

Fitness studios pay thousands for hardware body scanners. SnapMeasureAI delivers precise measurement data from any phone — so personal trainers and fitness platforms can offer professional-grade body tracking without the capital investment or the kiosk.

  • Client onboarding scans and periodic measurement check-ins
  • Track circumference changes by body part over time
  • Visual 3D before-and-after — clients see the shape shift
  • Boost retention: clients who see real measurements stay engaged
  • Technology integration for fitness platforms and coaching apps
Talk to us about integration →
Apparel & Uniforms

Accurate sizing without a fitting room

For made-to-measure, custom apparel, and large-scale uniform programs, remote body measurements eliminate manual fitting and reduce costly remakes. Applicable to corporate workwear, military, and professional uniform programs where precise fit at scale is operationally important.

  • Remote garment measurements — chest, waist, inseam, sleeve, and more
  • Export 3D body model for pattern-making and CAD integration
  • Reduce sizing errors and remake costs in uniform programs
Talk to us about integration →

Technology

Built on a decade of computer vision research.

Not a wrapper around a general model. A purpose-built neural network trained specifically on human body reconstruction, with patented methodology and published accuracy benchmarks.

Precision
Typically within ½ inch
On major measurements — often much closer in practice
Processing time
Under 10 seconds
From photo submission to full measurement results
3D model resolution
10,000-point mesh
Export as OBJ file for CAD, visualization, or digital twin applications
Training data
1M+ body scans
400K backgrounds, 90K body poses — built on Cambridge research
How it works
Web-based scan interface
Two photos + user height → measurements and 3D model. Custom outputs available for partners.
IP protection
2 issued + 1 pending patent
Proprietary body reconstruction methodology
Coverage
Any body type
All poses, skin tones, backgrounds — no controlled environment required
Privacy
Images deleted immediately
Photos are processed and not stored. No PII retained.
Also explore: AI motion capture from video →

FAQs

Common questions

How does SnapMeasureAI help GLP-1 weight loss programs? +

GLP-1 medications drive real body shape changes — waist and hip measurements shift, the silhouette changes — but a bathroom scale only shows one number. SnapMeasureAI gives patients and clinicians a precise 3D scan and 100+ measurements that can be compared scan-to-scan over months, making the actual body change visible and measurable. No hardware or clinic visit required.

How does technology integration work for partners? +

The scan runs through a web-based interface — users provide two photos and their height, and receive 100+ body measurements plus an optional 3D OBJ model within 10 seconds. For enterprise partners, we can configure custom measurement outputs and white-label experiences. Contact us to discuss your specific integration needs.

How accurate is the body scan compared to tape measurements? +

Typical error on major measurements is within half an inch — and often much closer. The technology was built on Cambridge research and trained on over one million body scans, 400,000 backgrounds, and 90,000 body poses. For longitudinal tracking — month-over-month comparison — the consistency and repeatability of the scan is particularly valuable, since each result comes from the same underlying 3D model methodology.

What body measurements does the scan produce? +

The scan produces a 10,000-point 3D body model, which means any circumference or length measurement between any two body points can be generated. Standard outputs include chest, waist, hips, thighs, biceps, forearms, calves, neck, shoulder width, inseam, and full torso lengths. Custom measurement sets are available for specific applications including apparel sizing and uniform fitting.

Do users need special equipment or clothing? +

No special equipment. Any smartphone camera works. For best accuracy, fitted clothing is recommended and loose shirts should be tucked in. The technology handles any body type, skin tone, pose variation, and background — no controlled environment is required.

How is user data and privacy handled? +

Photos submitted for scanning are processed immediately and deleted — they are not stored or retained. No personally identifiable information is linked to the scan data. Enterprise customers can discuss custom data handling agreements including on-premise or dedicated cloud deployments.

How do I try it before integrating? +

A free live demo is available at demo.snapmeasureai.com. Upload two photos and receive a full 3D body model and measurements in under 10 seconds. For enterprise access, custom integration, and licensing, contact info@snapmeasureai.com.

Ready to add body scanning
to your platform?

Try the free scan yourself, or reach out to discuss licensing, custom integration, and partnership opportunities.