We developed a state-of-the-art Vehicle Number Plate Recognition System capable of operating efficiently in both daytime and nighttime conditions. This real-time system leverages cutting-edge object detection and classification techniques, enabling it to handle complex lighting scenarios such as low-light and high-glare environments. With deep learning algorithms at its core, the system delivers accurate, reliable results under varying conditions, making it ideal for a wide range of applications in urban environments.