AI-Detected Footpath Defects in Moreton Bay Region

Moreton Bay Regional Council uses AI on waste truck dashcams to automate identification of road infrastructure issues. The dataset, last updated March 2026, originates from the City of Moreton Bay's Data Hub.

Use Cases

• Train computer vision models to detect defect types from dashcam imagery
• Analyze spatial patterns of infrastructure issues across the Moreton Bay region
• Correlate defect detection data with maintenance logs for predictive analytics
• Assess the effectiveness of AI-based monitoring compared to traditional inspection methods

Strengths

• Data is sourced directly from a municipal government's operational AI program
• Updated recently in March 2026
• Available in multiple geospatial formats including GeoJSON and KML

Limitations

• Unknown sample size and specific feature columns limit analytical planning
• Data scope is geographically restricted to the Moreton Bay region
• Reliance on AI detection may introduce label noise or missed defects

Provenance

Source

City of Moreton Bay's Data Hub

Collection Method

AI analysis of dashcam footage from council waste trucks

Time Range

null

Freshness

Last updated 2026-03-23.

Geography

Moreton Bay Region, Australia