How does AI tire scanning work?

TyreCam AI runs a hybrid pipeline: a Stage 0 defect gatekeeper in the browser, then server-side ROI detection, Depth U-Net, wear classification, TWI grid/heatmap, interactive 3D surface mesh reconstruction, and a Physics-Based Fusion Engine with Safety Shield. Upload a tire tread photo to get estimated depth in mm and US 32nds in seconds.

Is the tire scanner free to use?

Yes. You can run 3 scans per day without registration, or 10 scans per month with a free account. Core analysis features stay free while we improve model accuracy.

How accurate is the AI tire analysis?

The system fuses multiple ONNX models (depth U-Net and wear classifier) through an equal-mean Fusion Engine and Safety Shield, with conservative depth ranges. Results are estimates from a single photo and may be marked Preliminary. For safety-critical decisions always consult a professional tire technician.

What tire wear levels does the scanner detect?

TyreCam AI maps estimated tread depth into 5 categories: New (≥7mm / 9/32"+), Good (5–6.9mm / 6-8/32"), Medium (3–4.9mm / 4-5/32"), Worn (1.6–2.9mm / 2-3/32") and Critical (<1.6mm / <2/32"). The 1.6mm threshold is the common legal minimum in many countries.

Do I need to download an app?

No app download required. TyreCam AI works directly in your web browser on smartphone, tablet or computer.

What does TyreCam AI not detect yet?

Current scope is tread depth estimation, 3D relief reconstruction, and wear scoping from a tread photo. Cracks, dry rot, sidewall damage and complex uneven wear patterns are on the roadmap and are not a substitute for live professional inspection.

RESOURCES // NEWS_AND_GUIDES

TyreCam AI Blog

Insights on computer vision, tire safety, and the future of automated vehicle inspections.

Oct 13, 2026

Studded vs. Studless Winter Tires: Performance, Safety & Legal Limits

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Tire Contact Patch & Uneven Wear: Over-Inflation vs Under-Inflation

Learn how tire pressure affects the contact patch, causes center or shoulder tread wear, and reduces driving safety.

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