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HAMMER GIS, home

HG-J06 Lot 106 · Surveys

Public-space hazard survey from vehicle imagery

Vehicle imagery and AI detection located hazards on pavements and in public space, each placed as a point in a GIS layer.

Street junction with hazard points and marked lines
P-01 Street junction with hazard points and marked lines
Plan no.
HG-J06
Scale
1:1,250
Sheet
06/16
Updated
11.2026
Client
A local authority
Discipline
Surveys
Data source
Vehicle imagery · AI detection

A local authority

Project provisions

  1. Challenge

    Hazards on pavements and in public space usually come to light only after someone calls the hotline. Fixing them ahead of time takes a picture of every street, not only the ones that generated complaints.

  2. Solution

    A camera vehicle drove the streets and an AI model flagged pavement and public-space hazards in the imagery. The detections were placed on the aerial photo and built into a hazard layer that can be filtered and sorted.

  3. Outcome

    Maintenance teams see the hazards on the map, prioritise them by location and type, and go out to fix them from a list rather than only from complaints.

Legend

Deliverables

Deliverables: Public-space hazard survey from vehicle imagery
Key No. Deliverable
106.1 GIS hazard layer
106.2 Street imagery from the vehicle survey

Plates

From the project

  • Hazard points along streets in a dark GIS interface
    P-02 Hazard points along streets in a dark GIS interface

J-04 · Your next project

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Tell us what needs solving and we will come back with a proposed approach: a survey, a system, software, or a combination.