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In recent years, there has been a rapid development in the research area of autonomy and car driving assistance. Deep learning was used to solve different problems, such as object detection, visual recognition and was achieved a very good performance. In this book, I tried to reduce road accidents by using Robotics and AI to build a system that assists drivers in the driving process by providing them with information about the environment they are going through monitoring the driver and controlling the car when necessary.