The Carmen® Mobile app offers real-time ANPR and Make and Model Recognition (MMR) directly on Android devices. It processes live video, single images, or batch files, with alerts for violations like permit issues or deny-listed plates. Its user-friendly interface supports seamless integration with cloud services and back-office systems. Designed for parking enforcement, tolling, and mobile law enforcement, it operates in varied environments, including harsh weather, and enhances efficiency by allowing users to monitor larger areas with fewer resources