This project presents an Automatic License Plate Detection (ANPR) system that uses deep learning and optical character recognition to identify and extract vehicle registration numbers in real time. The system captures images using a camera sensor, detects license plates with the YOLOv8 model, and extracts alphanumeric characters using EasyOCR. By automating the entire process, it enables fast, accurate, and efficient vehicle identification. The system is suitable for applications such as parking management, security monitoring, and traffic control.