Machine Learning Cameras
Transport for NSW has installed a number of machine learning traffic counting and classifying cameras across the state.
The world-first technology is being trialed in NSW to analyse freight vehicles to help in assisting supply chain decisions that reduce congestion and lead to enhanced productivity.
The solar-powered, artificial intelligence-enabled technology was designed and built in Australia, with the first iteration of the world-leading software developed by staff at Transport for NSW.
High definition images of heavy vehicles are taken by the cameras which are then then classified into the type of vehicle in transit and the type of cargo being transported. This information will enable Transport to better understand freight movements, vehicle configuration trends and network usage across the state with the aim of assisting in long-term planning for the movement of goods in NSW.
This is a new technology and is currently being tested. The accuracy is dependent on Transport for NSW manually classifying and training the artificial intelligence-enabled technology.
The cameras are not used for enforcement.
Current locations of Machine Learning Cameras
Current locations of Machine Learning Cameras
- Castlereagh Hwy, Lightning Ridge
- Carnarvon Hwy, Moree
- Gwydir Hwy, Glen Innes
- New England Hwy, Tenterfield
- Bengalla Rd, Bengalla
- John Renshaw Dr, Buttai
- John Renshaw Dr, Buchanan
- Cobb Hwy/Sturt Hwy, Hay
- Silver City Hwy, Wentworth
- Barrier Hwy, Broken Hill
- Golden Hwy/Denman Rd, Denman
- Barrier Hwy, Nyngan
- Bourke Rd/Kidman Way, Cobar
- Moss Vale Road, Kangaroo Valley
- Harley Ave, Mount Victoria
- Darling Causeway, Mount Victoria
- Great Western Hwy, Little Hartley
- Castlereagh Hwy, Dunedoo
- Sheahan Bridge, Gundagai
- Hexham Bridge, Stockton Bridge and Tighes Hill Bridge, Newcastle
- Foreshore Road, Port Botany, Sydney
- Moorebank Avenue, Moorebank, Sydney
- Cockfighters Bridge, Wollombi Brook
- Thomas Mitchell Dr, Muswellbrook
- Newell Hwy x Lizard Dr/Old Brewery Rd, Narrandera
- Sturt Hwy x Gilenbah Creek, Narrandera
- Newell Hwy x Gillenbah Creek Rd, Gillenbah Sturt Hwy x Forest Dr, Gillenbah
- Newell Hwy x Silo Rd, Tocumwal
- Newell Hwy x Old Adcocks Rd and Murray St, Tocumwal
- Newell Hwy x Tuppal Rd/Deniliquin Rd Tocumwal
- Golden Hwy Putty Rd/Mitchell Line of Rd, Whittingham
- New England Hwy, Liddell
- Newell Hwy, Bridge Namoi River, Cooma Rd Narrabri
- Pacific Hwy at Raleigh, 1.5km North of Bellinger River bridge
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Contact Us
If you have any questions or would like more information, please contact freight@transport.nsw.gov.au.