The system utilizes high-definition cameras to capture video images as input. Through processing and analysis of these images, it automatically detects various traffic incidents and violations within the coverage area, including illegal parking, wrong-way driving, lane encroachment, U-turns, stopping, and debris on the road. This helps prevent secondary accidents by ensuring timely identification of such behaviors.