Abstract
This paper first proposes a smart parking model to reduce the wastage of time where it allocates the free parking spaces and helps the driver to navigate in the parking area. With the help of the Internet of Things (IoT) and Google Cloud, we can easily allocate the free spaces. Through an Android application, the user can see the free parking spaces and book the place. We have used Deep Learning algorithm for the user verification process and to navigate in the parking area, a navigation bot is developed using Deep Reinforcement Learning (RL). TensorFlow, a deep learning framework is used for developing the navigation bot and implementing the deep learning algorithm. In our experimental approach, we have got 98% accuracy rate in license plate detection and our proposed model can reduce the wastage of time by 50% which gives a better performance than the other traditional methods.