Traffic management authorities face numerous challenges, including increasing congestion, frequent traffic violations, and a lack of real-time data for effective decision-making. Traditional monitoring methods often fall short, leading to delayed responses to violations and heightened risks for both pedestrians and drivers. Additionally, manual enforcement is resource-intensive and can result in inconsistencies. Hi-focus's Violation Detection Solution addresses these issues, providing a reliable and efficient way to monitor traffic and enforce regulations