A cloud-based road infrastructure analysis system was developed to assist as an information management system for detecting and managing information about road defects and road assets. The system uses computer vision and machine learning algorithms and is accessed through a web interface. The detection results are viewed through an online, account-based web interface.
Reference:
Naidoo, T., Verster, J.J. & Marais, S.T. 2022. A cloud-based road infrastructure analysis system using machine learning. http://hdl.handle.net/10204/12590 .
Naidoo, T., Verster, J. J., & Marais, S. T. (2022). A cloud-based road infrastructure analysis system using machine learning. http://hdl.handle.net/10204/12590
Naidoo, Thegaran, Jacobus J Verster, and Stephen T Marais. "A cloud-based road infrastructure analysis system using machine learning." 23rd Annual International RAPDASA Conference joined by RobMech, PRASA and CoSAAMI, Somerset-West, Cape Town, 9-11 November 2022 (2022): http://hdl.handle.net/10204/12590
Naidoo T, Verster JJ, Marais ST, A cloud-based road infrastructure analysis system using machine learning; 2022. http://hdl.handle.net/10204/12590 .
