PotholeAI — Invisible LiDAR Calibration Service

We solved the camera only depth perception problem for autonomous vehicles.

Patent Pending Invisible LiDAR software — no hardware, no external LiDAR, no laser, no radar. Ever.

Clay Robotics Inc. · Biloxi, Mississippi · Patent Pending CLAY-001-PROV / CLAY-003-PROV

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Free Trial — 100 Image Invisible LiDAR Calibration

Want to see Invisible LiDAR work on YOUR road images?

Send us 100 of your raw road images and we send back 100 Invisible LiDAR calibrated images within 48 hours — completely free, no commitment. See it work in your own pipeline before you pay anything.

📧 charlie@claymedicalrobotics.com Subject line: Free Trial Request

What to include:

• 100 raw road images from your camera system
• Your camera model and resolution
• Your primary use case — pothole detection, crack detection, full road surface

We handle everything. Results delivered via Google Drive within 48 hours.

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What is Invisible LiDAR?

Our patent pending Invisible LiDAR software overlays spatial calibration on your raw road images during processing. Your AI trains on these enriched images and permanently learns to measure road defect depth and width in real world millimeters from any standard camera.

At deployment — no LiDAR hardware needed. No laser. No radar. No special sensors. Just your existing camera. The measurement intelligence is permanently baked into your model during training.

Think of it as 3D glasses for your AI — we give your model 3D glasses during training. At deployment the glasses come off. The depth perception stays forever.

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How It Works

1. You send us your raw road images via Google Drive
2. We run them through our proprietary Invisible LiDAR pipeline
3. We deliver calibrated images back within 48 hours
4. You train your model on the calibrated images
5. Your AI measures road defects in real millimeters from any standard camera — permanently
6. No hardware needed at deployment. Ever.

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What Your AI Learns to Measure

• Pothole depth and width — in real millimeters
• Crack severity and dimensions
• Road surface degradation scoring
• Debris size classification
• Pavement Condition Index scoring
• AV decision support — NOMINAL / CAUTION / WARNING / ALERT / CRITICAL

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Sample Data Cards

This repository contains 20 premium sample data cards showing exactly what Invisible LiDAR calibrated images look like — with full measurement metadata, AV decision support, and real world dimensional data.

Run our Google Colab demo in 15 minutes on a free GPU — see Invisible LiDAR working on real road images before you send us anything.

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AV Decision Support

Severity	PCI Score	AV Action
NOMINAL	85-100	Normal speed
CAUTION	65-84	Monitor and report
WARNING	45-64	Slow 20%
ALERT	25-44	Lateral avoidance
CRITICAL	0-24	Emergency stop

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Pricing

Service	Price
Free Trial	100 images — completely free
Setup Fee	$1,999 one time
Per Image	$1.99 per calibrated image
Enterprise	Contact us for monthly contracts

Start with the free trial. No commitment. No credit card. Just send us 100 images and see it work.

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Get Started

📧 charlie@claymedicalrobotics.com — email us to start your free trial 📞 228.209.2906 — call Charlie Clay III direct 🛒 Setup fee: https://charliebot8.gumroad.com/l/dhxluh 🌐 GitHub: github.com/charlieclayiii/clay-robotics-dataset

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About Clay Robotics Inc.

Clay Robotics Inc. develops proprietary Invisible LiDAR calibration technology for autonomous vehicle perception and road infrastructure inspection. Built in Biloxi, Mississippi by Charlie Clay III.

Patent Pending CLAY-001-PROV and CLAY-003-PROV