Design of intelligent road card recognition system based on deep learning

Abstract

This paper proposed a scheme design of intelligent road card recognition system based on machine vision and deep learning. ARM9 is used as the part of front-end collection system,the image processing algorithm is used to complete the area extraction and segmentation of the road card text from the front-end acquisition image, the deep learning with a convolutional neural network is used to recognize the text in the cloud server, and the speech of the text information is presented to the user. Using the front-end hardware to get the road card images on the high way, the function of our system under CAFFE framework on the server is tested and the results show that the system can broadcast the road card information effectively to the user in real time.

Keywords

• road card recognition
• machine vision
• deep learning
• convolutional neural network
• Cortex-A9