ABSTRACT
Two wheelers are often preferred on cars because of their cheapness and fuel economy. The least expensive two-wheel vehicles are generally and frequently used by teenagers by a wide margin. While most people will tell two wheel drivers to wear a helmet, it's the highest ignored advice that guarantees that an injury or death will follow. No one is allowed to ride a two wheel motorbike without a helmet. To reduce head injuries and deaths, the road safety law was created that requires a rider, as well as those who are on a motor vehicle, with a rider on a two wheeler, to wear a helmet as company rules state Drivers of motorcycle commercial violations are mostly investigated by the police in the current method using CCTV narrative. The law enforcement agents proceeded to identify the vehicle registration numbers of non-helmet riders by crawling into every frame of the video recorded by CCTV. It will require an enormous amount of time as well as human effort. The proposed technique scans immediate time video data through cameras installed at key areas, like corners and roadways, using object recognition and machine learning to identify motorcyclists who are not wearing headgear. This is anticipated that the suggested approach will substantially decrease the percentage of motorcycle crashes that lead to fatalities and serious harm by lowering the amount of non-headgear riders.
