YOLOv5 : Violation Detection on the Roadside of the Toll Roads

Based on Indonesia's Government Regulation no. 15 of 2005 Article 1 paragraph (2), toll roads are public roads that are part of the road network system and as national roads whose users are required to pay tolls. Toll roads can also be referred to as expressways. However, from the many advantages of using toll roads as transportation routes, there are still many accidents that occur on toll roads. The high number of accidents on the toll roads is mostly caused by human negligence. An expert researcher at the Center for Transportation and Logistics Studies (PUSTRAL) UGM said several factors causing accidents on toll roads include driver negligence, vehicles, environment and roads, and weather.