Benefiting from the rapid development of convolutional neural networks, performance car license plate detection and recognition has been largely improved. Nonetheless, most existing methods solve problems separately, focus on specific scenarios, which hinders deployment for real-world applications. To overcome these challenges, we present an efficient accurate framework to tasks simultaneously....