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Road asset detection

Every sign. Every guardrail. One survey drive.

RoadSense finds road signs and guardrails in the survey video, places them on the road, and puts each one in front of a reviewer. Confirmed signs are rated to TMH 19 and land in an asset register you can export.

R33, 11.4 km northbound, surveyed on 29 October 2026. The detections, review screens and register in the film are from this drive.
Why

Knowing what stands beside the road is part of looking after it

A road authority needs to know which signs and guardrails it owns, where they are, what condition they are in and which to fix first. Walk-through inspections are slow and hard to repeat. A survey you cannot defend is a survey you will do twice.

Without RoadSense

A separate inspection drive or walk for road furniture
Sign codes typed by hand, positions noted from memory or a phone
Condition notes that cannot be traced back to what the inspector saw

With RoadSense

The same survey drive that maps the pavement captures the roadside
Codes and names from the SARTSM catalogue only, never invented
Every record links back to the video frame it came from
What

One drive, every view

The survey vehicle records front, side and rear cameras together with the profiler and the GNSS track. The front and rear cameras feed the pavement views and the bird's-eye scan. The side camera looks across the verge, where signs, chevrons and guardrails stand.

Side camera

Reads the roadside: sign faces, chevron boards and guardrail runs in full view beside the vehicle.

Front camera

The view down the road for context, review and the drive record.

Bird's-eye scan

The same drive stitched into a top-down map of the surface for patches, potholes and cracking.

One position

All views share one GPS track and chainage, so a sign, a crack and a profile reading can be found at the same place.

How

From video to a reviewed, rated register

1. Detect

Sign faces are found and read against the SARTSM catalogue. Guardrails are segmented and checked by a verifier. Only detections at or above 0.8 detector confidence go forward, and that confidence is shown on every box.

2. Track and place

Each sign is followed back to its first far sighting so it becomes one record, not dozens of frames. Its position is estimated from the views, and the camera point is kept beside it. Guardrails are tracked from first to last view.

3. Review

RoadSense Sign Review puts each candidate in front of a person with the full frame, a crop and the SARTSM reference face. Accept, reclassify or remove. Nothing is published on a model's word alone.

4. Rate

For each confirmed sign the assessor records degree, extent and relevancy per defect, following TMH 19. Make Safe items rank first. Defects TMH 19 does not cover are marked as RoadSense extensions.

5. Register

Confirmed signs and guardrail runs go into an asset register with code, name, side and chainage. Export the register as CSV and the assets as GeoJSON.

6. Plan, then survey again

The register sets the next inspection and the next survey drive. Each new drive updates the same records.

The asset register

What each record carries

FieldSignsGuardrails
IdentityOne record per physical sign, with all its viewsOne record per guardrail run
Code and nameSARTSM code and nameGuardrail
LocationSide, chainage, estimated position and camera positionSide, start and end chainage as observed
EvidenceBest frame, crop and every supporting viewFirst, continuing and last observed frames
ReviewAccepted, reclassified or removed, with who and whenPublished or held for review
ConditionTMH 19 degree, extent, relevancy; urgency; Make SafeNot rated yet: a guardrail condition scale is still to come
Exportsigns.csv with defects.csvassets.geojson
One platform

Delivered as a service, for every team

Road asset detection runs inside the RoadSense platform. Each organisation signs in to its own projects, and the features it uses are switched on for it.

Your organisation

Secure sign-in, your projects and roads, and roles for survey, review and management.

Switched on for you

Sign and guardrail detection runs, road surface maps, project approval and API keys are features enabled per organisation.

Every action logged

Detection runs, review decisions, ratings and exports are recorded in an activity ledger.

Your data, your exports

Download frames, reports and the register, or connect your own systems with API keys.

Straight answers

What this is, and what it is not

Detections are candidates until a person accepts them. The film shows candidates and reviewed records as such.
Sign positions are estimated from the camera views, not surveyed. The camera position is kept with every record.
Condition ratings are entered by the assessor. RoadSense does not rate signs by itself.
TMH 19 covers gantry- and bridge-mounted signs. For ground-mounted signs RoadSense uses the same degree, extent and relevancy method and marks its own defect types.

RoadSense is invitation-only. Request access or see how the platform fits together.