Submit your paper : editorIJETjournal@gmail.com Paper Title : Road Sign Intimation and Voice Alert Using Convolution Neural Network ISSN : 2395-1303 Year of Publication : 2022 10.5281/zenodo.7225473 MLA Style: -Mr. Sunil Kumar M, Meghana K, Sai Varshani M, Jyoshna K Road Sign Intimation and Voice Alert Using Convolution Neural Network , Volume 8 - Issue 5 September - October 2022 International Journal of Engineering and Techniques (IJET) ,ISSN:2395-1303 , www.ijetjournal.org APA Style: - Mr. Sunil Kumar M, Meghana K, Sai Varshani M, Jyoshna K Road Sign Intimation and Voice Alert Using Convolution Neural Network , Volume 8 - Issue 5 September - October 2022 International Journal of Engineering and Techniques (IJET) ,ISSN:2395-1303 , www.ijetjournal.org Abstract Road signs are essential for secure flow of traffic. A major cause of road accidents is negligence in viewing the Traffic signboards and interpreting them incorrectly. The suggested technology assists in identifying traffic signs and alerting the driver via speaker so that they may make the appropriate decisions. There have been a lot of technological advancements and cars with auto-pilot mode have come up. Autonomous vehicles have come into existence. However, these features are available only in some high-end cars which are not affordable to the masses. We wanted to devise a system which helps in easing the job of driving to some extent. The proposed system is trained using Convolutional Neural Network (CNN) which helps in traffic sign image recognition and classification. Reference [1] Zhong LIU, Weihai CHEN, Yuhua ZOU and Cun HU “Regions of Interest Extraction Based on HSV Color Space,” IEEE 10th International Conference on industrial Informatics, July 2012. [2] Dept. Transp., London, U.K., Traffic Signs Image Database, 2011 [3] Jack Greenhalgh and Majid Mirmehdi “Real-Time Detection and Recognition of Road Traffic Signs,” IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, VOL. 13, NO. 4, DECEMBER 2012. [4] Jung-Guk Park, Kyung-Joong Kim “A METHOD FOR FEATURE EXTRACTION OF TRAFFIC SIGN DETECTION AND THE SYSTEM FOR REAL WORLD SCENE,,” IEEE International Conference on Emerging Signal Processing Applications, 12-14 Jan 2012. [5] Improvement of traffic sign recognition by accurate ROI refinement, 15th International Conference on Control, Automation and Systems (ICCAS 2015) Oct. 13-16, 2015 in BEXCO. [6] Hurriyatul Fitriyah, Edita Rosana Widasari, Gembong Edhi Setyawan “Traffic Sign Recognition using Edge Detection and Eigen-face,” International Conference on Sustainable Information Engineering and Technology (SIET), 2017. [7] H. Fleyeh, E. Davami “Eigen-based traffic sign recognition,” IET Intelligent Transport System (Volume: 5 Issue: 3 September 2011). [8] Joan Cristian Schuszter “A Comparative Study of Machine Learning Methods for Traffic Sign Recognition,” 19th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNAC), 2017. Keywords — Road Sign Intimation and Voice Alert Using Convolution Neural Network |