Traffic law violations are now a serious problem, and society's moral fabric is being weakened by people's casual and irresponsible attitudes. Although our country's traffic laws have greatly improved over the past few years, the human factor in our current system remains a liability and produces poor results that could have been far better. The precision of traffic management will improve with automated plate recognition, and automated detection and restrain of license plates is a crucial component. Our technology automatically detects automobiles that violate traffic laws at the appropriate signals, and every vehicle's registration number is identified using CNN and deep learning. The database is checked for the type of car and the owner's information using the detected vehicle number. This data is utilized to promptly and directly create a challan in the vehicle owner’s name and send the owner the necessary fine notification.