The Intelligent Review System for Off-Site Vehicle Violations is developed based on the "Technical Specifications for Image Evidence Collection of Road Traffic Safety Violations" (GA/T832-2014). By leveraging advanced technologies such as computer vision, deep learning, and image processing, the system enhances the AI-enabled review process for off-site vehicle violations, thereby improving the efficiency of manual reviews.