How AI Road Asset Mapping Works

From raw imagery to reliable asset intelligence in five clear steps. Attrack's proprietary AI brings your data together, finds the details, and delivers insights your team can put to work.

01. INPUT

Multi-Source Ingestion

Bring 360° imagery, LiDAR, and aerial photography together in one workflow.

02. INFERENCE

Neural Analysis

Let deep learning find and segment road assets with sub-pixel precision.

03. LOCALIZATION

Spatial Mapping

Put each detected asset on the map with centimeter-level WGS84 coordinates.

04. FUSION

Data Enrichment

Connect what you see with existing GIS records and historical data for a fuller picture.

05. RESULTS

Asset Intelligence

Turn insights into action with GeoJSON or CSV exports, or sync directly to GIS and ERP via API.

Native Camera Support

Get more from your mapping equipment with full camera calibration profiles for industry-standard mobile mapping systems.

Raw Resolution

Keep every detail in focus. Process native 11K imagery at full resolution, preserving the quality of your original capture.

IMU/GNSS Telemetry

Bring position and motion data together. Integrated IMU/GNSS sensor telemetry delivers mapping accuracy within a meter.

Real-Time Quality Checks

Start with a clearer picture. Automatic blur detection and exposure correction check image quality as you upload.

Reality Capture Excellence

Better decisions start with better data. Attrack works with native reality capture formats to preserve the detail and accuracy of your spatial data, so every asset insight stays grounded in what is actually on the street.

3D reality-capture point cloud of a city street rendered by Attrack

Precision. Security. Integration.

Enterprise tools that bring accuracy, privacy, and connected workflows to every step.

AI Feature Extraction

Build your inventory automatically. Identify over 100 types of urban assets from street imagery and locate each one with centimeter-level accuracy.

Automated Privacy Masking

Protect privacy as you process. Faces and license plates are blurred in real time during upload to support your PDPA and GDPR compliance workflows.

Connected Workflows

Keep your teams working from the same picture. Connect asset data directly to the GIS, ERP, and municipal management systems you already use.

INTEROPERABILITY FIRST

Zero Vendor Lock-In

Your hardware. Your choice. Attrack works with the equipment you already use, from enterprise scanners to custom mobile rigs, so you can build on your existing setup and choose the tools that fit your next project.

Consumer 360° CamerasProfessional LiDARMobile Phone Capture