This paper is published in Volume-7, Issue-3, 2021
Area
Artificial Intelligence and Machine Learning.
Author
Rahul P. Shinde, Sourav Chidanand, Dileep Kumar T., Rajveer Singh, Shweta Singh
Org/Univ
Presidency University, Bangalore, Karnataka, India
Pub. Date
17 May, 2021
Paper ID
V7I3-1318
Publisher
Keywords
Traffic Sign Classification, Traffic Sign Recognition and Classification, Traffic Sign Classification Using CNN, Road Sign Classification, Traffic Road Sign Detection

Citationsacebook

IEEE
Rahul P. Shinde, Sourav Chidanand, Dileep Kumar T., Rajveer Singh, Shweta Singh. Traffic sign recognition and classification using CNN, International Journal of Advance Research, Ideas and Innovations in Technology, www.IJARIIT.com.

APA
Rahul P. Shinde, Sourav Chidanand, Dileep Kumar T., Rajveer Singh, Shweta Singh (2021). Traffic sign recognition and classification using CNN. International Journal of Advance Research, Ideas and Innovations in Technology, 7(3) www.IJARIIT.com.

MLA
Rahul P. Shinde, Sourav Chidanand, Dileep Kumar T., Rajveer Singh, Shweta Singh. "Traffic sign recognition and classification using CNN." International Journal of Advance Research, Ideas and Innovations in Technology 7.3 (2021). www.IJARIIT.com.

Abstract

We investigate the present status of traffic sign classification and recognition talking about what makes it a particular issue of visual item characterization. With noteworthy cutting-edge results, it is not difficult to fail to remember that the area stretches out past explained datasets and ignore the issues that should be looked at before we can begin preparing classifiers. We talk about such issues, give an outline of past work done, go over openly accessible datasets, and present another one. Following that, arrangement tests are directed utilizing a solitary CNN model, further than utilized beforehand and prepared with dropout and softmax. We apply it over different datasets from Germany and Belgium, their convergences and association, beating people, and other single CNN designs for traffic sign characterization.
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