Potholes, a kind of road defect, can damage vehicles and negatively affect drivers' safe
driving, and in severe cases can lead to traffic accidents. Efficient and preventive …

Road surface defects are crucial problems for safe and smooth traffic flow. Due to climate
changes, low quality of construction material, large flow of traffic, and heavy vehicles, road …

Recently, there has been a substantial increase in the development of sensor technology.
As enabling factors, computer vision (CV) combined with sensor technology have made …

Roads make a huge contribution to the economy and act as a platform for transportation.
Potholes in roads are one of the major concerns in transportation infrastructure. A lot of …

Techniques for identifying potholes on road surfaces aim at developing strategies for real-
time or offline identification of potholes, to support real-time control of a vehicle (for driver …

Detecting road damage quickly and accurately facilitates the ability of road-maintenance
agencies to make timely repairs to road surfaces, maintain optimal road conditions, optimize …

Poor road conditions, such as potholes, are a nuisance to society, which would annoy
passengers, damage vehicles, and even cause accidents. Thus, detecting potholes is an …

Road discrepancies such as potholes and road cracks are often present in our day-to-day
commuting and travel. The cost of damage repairs caused by potholes has always been a …

Roads are connecting line between different places, and used daily. Roads' periodic
maintenance keeps them safe and functional. Detecting and reporting the existence of …

This research proposes a low-cost solution for detecting road potholes image by using
convolutional neural network (CNN). Our model is trained entirely on the image which …