In the contemporary era of automation, the efficient utilization of technology is of paramount
importance. However, despite these advancements, incidents such as road accidents persist …

The number of new vehicles on the road is increasing rapidly, which in turn causes highly
congested roads and serving as a reason to break traffic rules by violating them. This leads …

Urbanization has presented opportunities of progress which has attracted people from rural
areas to the cities thus leading to mass migration. This migration has been going on for …

Traffic signals and other signs like parking., stop signs., etc. have become very crucial in
autonomous and s elf-driving cars as it helps the smart system to comply with the basic traffic …

One of the safety features that can alert drivers to the presence of other vehicles and reduce
the risk of collisions is vehicle detection. In this study, the objective was to create a system …

ITVD is a technique which uses Artificial Intelligence and deep learning concepts to detect
the vehicle violating the traffic rules. We observe that in the past few years there has been a …

The quantity of vehicles on the road is progressively escalating, resulting in heavily
congested roads. This could result in many accidents. Computer vision systems for spotting …

Urban areas commonly encounter traffic congestion. One of its primary causes is motorists
violating traffic regulations, such as travelling at excessive speeds. Besides risking the safety …

Vehicle detection in Intelligent Transportation Systems (ITS) is a key factor ensuring road
safety, as it is necessary for the monitoring of vehicle flow, illegal vehicle type detection …

The application of convolutional neural networks (CNNs) in particular has greatly enhanced
the object detection capabilities of self-driving cars, because of recent advancements in …