Machine learning used in national roads 'stocktake'

22/07/2019 |

The Department for Transport (DfT) has teamed up with key players in the road maintenance and data services sector to fund a £2m 'machine learning' project to survey the state of the nation's roads and develop 'the most thorough understanding ever of Britain’s road markings'.

Through analysis of nearly 100,000 miles of road and 150 million high definition (HD) images, the department will be able to advise councils 'where they could invest in areas that may need it most'.

Footways and cycleways will also receive a national 'stocktake' under the scheme.

The DfT will undertake the work in partnership with the Local Council Roads Innovation Group (LCRIG), which will be working with data experts Gaist to use machine learning AI technology to analyse the imagery.

Transport secretary Chris Grayling said: 'Road markings play a vital role in keeping everyone who is using the road safe, so making sure they’re up to standard is imperative.

'This funding will allow for advanced AI learning technology to assess the condition of the markings to improve the safety of our roads for all users.'

Paula Claytonsmith, managing director, Gaist, said: 'We are using over 146 million HD road images from our national databank and cutting-edge AI technology to assess over 96,000 miles of classified roads as part of this project. This is the largest exercise in assessing road marking readiness ever undertaken in England. Gaist are proud to have the AI capability that puts an SME UK business at the forefront of technological advances.'

Road markings are one of the most cost effective areas of road safety investment, according to the experts who designed the iRAP safety methodology, and can help major improvements in user satisfaction, parking and traffic flow.

The funding will also go towards a survey of councils around pavement and footway conditions, which will help outline where funding could be targeted.

The department is planning to assess sections of the National Cycle Network, building on the audit undertaken by cycling and walking charity Sustrans, to better understand its condition.

Highways InProfile

latest magazine issue
Highways jobs

Senior Civil Engineer - Major Projects x 4

£45,894.00 - £54,952.00
We are looking for experienced engineers to help us progress a number of key projects and programmes Glasgow, Glasgow City
Recruiter: Transport Scotland

Technician - Maintenance

£31001.0000 - £36471.0000 per annum
Essex Highways is responsible for managing and maintaining one of the largest highway networks in the country
Recruiter: Essex County Council

Highways Contract Engineer

£46,731 - £49,764
The team helps provide a safe road network that operates efficiently and effectively.  Northamptonshire
Recruiter: North Northamptonshire Council

Principal Transport Planner

£46,731 - £49,764 (pro-rata)
We are looking for an experienced professional to join us on a six-month temporary contact as a Principal Transport Planner. Kettering, Northamptonshire
Recruiter: North Northamptonshire Council

Highways Maintenance Operative

£Competitive
We have a fantastic opportunity for a Permanent Highways Maintenance Operative Broughton, Brigg
Recruiter: Amey

Head of Highways Contracts & Network

£81,803 progressing to £90,664 per annum
The team includes approximately 60 directly employed HCC people Hertfordshire
Recruiter: Hertfordshire County Council

Principal Construction Manager

£Competitive
We are excited to offer a fantastic opportunity for a Permanent Principal Construction Manager Yorkshire and the Humber
Recruiter: Amey

Quality Technician

£Competitive
We are excited to offer a fantastic opportunity for a Permanent Quality Technician Yorkshire and the Humber
Recruiter: Amey

Senior Highway Engineer (Development Management)

£42679.0000 - £50211.0000 per annum
Senior Highway Engineer (Development Management)Permanent, Full Time£43,960 to £51,718 per annum*Location
Recruiter: Essex County Council

Project Manager (Major Projects)

£44,711 - £47,754
Are you an experienced project professional or engineer with looking to take the next step in your career? Halifax, West Yorkshire
Recruiter: Calderdale Metropolitan Borough Council

Senior Civil Engineer - Roads

£45,894 - £54,952
Are you an experienced engineer looking to support the Scottish Government’s national objectives. Scotland
Recruiter: Transport Scotland

Senior Civil Engineering Technician

Grade 7 £29,093 to £32,654 per annum
We are looking for a flexible individual who has the ability to meet targets and analyse and resolve complex technical problems and formulate a design Durham
Recruiter: Durham County Council

Project Team Manager

£55,147 to £60,676 per annum
We are pleased to be able to offer an opportunity for a role as Design Team Manager Norwich, Norfolk
Recruiter: Norfolk County Council

Clerk of Works

GRADE 08 (£37,938 - £41,511)
Warrington is one of the most successful towns in the country Warrington, Cheshire
Recruiter: Warrington Borough Council

Assistant Projects Engineer

GRADE 06 (£29,093 - £32,654),GRADE 07 (£33,366 - £37,035), GRADE 08 (£37,938 - £41,511)
Warrington is one of the most successful towns in the country Warrington, Cheshire
Recruiter: Warrington Borough Council

Principal Engineer - Traffic Management

£45,718 - £48,710 per annum
At Bath & North East Somerset Council we have one overriding purpose – to improve people’s lives. Bath, Somerset
Recruiter: Bath & North East Somerset Council

Vehicle Technician - Improver

£28,624 - £30,060
Transport Services is responsible for all aspects of transport and related services Huddersfield, West Yorkshire
Recruiter: Kirklees Metropolitan Council

Programme Delivery Office Administrator

Grade 9 £31,344 - £33,253 per annum
At Derbyshire, we have been on a journey to transform the way we deliver highway services to make them fit for the future Derbyshire
Recruiter: Derbyshire County Council

Support Officer - Highways Asset Management Systems

£31,586 - £34,314
We are a forward-thinking organisation dedicated to maintaining and improving our highway infrastructure. Lincolnshire
Recruiter: Lincolnshire County Council

Principal Transport Planner (Strategy)

£46,731-£49,764
We are looking for an experienced professional to join North Northamptonshire Council as a Principal Transport Planner (Strategy). Sheerness House, 41 Meadow Road, Kettering moving to Haylock House, Kettering Parkway, Kettering NN15 6EY, United Kingdom
Recruiter: North Northamptonshire Council
SUBSCRIBE NOW

Latest Video

Subscribe to Highways today to ensure you keep your finger on the pulse of everything happening in the UK road network throughout the year.

SUBSCRIBE NOW