Traffic Sign Recognition (TSR) is one of the most sought-after topics in computer vision, mostly due to increasing scope and advancements self-driving cars. In our study, we attempt implement a TSR system that helps driver stay alert during driving by providing information about various traffic signs encountered. We will be looking at working model classifies gives output form an audio message....

Learning a good generative model is of utmost importance for the problems of computer vision, image classification and image processing. In particular, learning features from small tiny patches and perform further tasks, like traffic sign recognition, can be very useful. In this paper we propose to use Deep Belief Networks, based on Restricted Boltzmann Machines and a direct use of tiny images,...