The system employs image recognition algorithms for automatic detection of pedestrian violations at crosswalks. It provides real-time audio warnings and captures images of the violations, recording the time, location, and visual evidence of the offense. This information serves as a basis for law enforcement action against violators, while also promoting orderly pedestrian behavior, reducing traffic accidents caused by jaywalking, and raising public awareness of civilized traffic practices.