ROAD SIGN RECOGNITION AND ANNOUNCEMENT USING MACHINE LEARNING

Mrs. P. Sugantha Priyadharshini; Mohammed Roshan M; Pavithran C J; Nathi Prakash M

ROAD SIGN RECOGNITION AND ANNOUNCEMENT USING MACHINE LEARNING

June 2021

Vol-7, Issue-4

Paper ID: 14549

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Science Engineering

Keywords

Road sign recognition CNN Adam Optimizer ReLU function Pyttsx3

Abstract

The main purpose of the project is to create a road sign detection system which detects road signs and displays and announces it to the driver. In order to solve the concerns over road and transportation safety, road sign detection and recognition system is required. The system should detect and recognize road signs from and within images captured by cameras or imaging sensors. In adverse road conditions, the driver may not notice road signs, which may cause accidents. In such scenarios, the system comes into action and recognizes the signs and announces it to the driver.

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	Mrs. P. Sugantha Priyadharshini	Sri Ramakrishna Engineering College
2	Mohammed Roshan M	Sri Ramakrishna Engineering College
3	Pavithran C J	Sri Ramakrishna Engineering College
4	Nathi Prakash M	Sri Ramakrishna Engineering College

How to Cite

Use the following formats to cite this article in your research.

APA Style

Priyadharshini, Mrs. P. Sugantha, M, Mohammed Roshan, J, Pavithran C, & M, Nathi Prakash (2021). ROAD SIGN RECOGNITION AND ANNOUNCEMENT USING MACHINE LEARNING. International Journal of Advance Research and Innovative Ideas In Education, 7(4), 1768-1776.

MLA Style

Priyadharshini, Mrs. P. Sugantha, et al. "ROAD SIGN RECOGNITION AND ANNOUNCEMENT USING MACHINE LEARNING." International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 4, 2021, pp. 1768-1776.

IEEE Style

Mrs. P. Sugantha Priyadharshini, Mohammed Roshan M, Pavithran C J, and Nathi Prakash M, "ROAD SIGN RECOGNITION AND ANNOUNCEMENT USING MACHINE LEARNING," International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 4, pp. 1768-1776, 2021.

Vancouver Style

Priyadharshini Mrs. P. Sugantha, M Mohammed Roshan, J Pavithran C, M Nathi Prakash. ROAD SIGN RECOGNITION AND ANNOUNCEMENT USING MACHINE LEARNING. International Journal of Advance Research and Innovative Ideas In Education. 2021;7(4):1768-1776.

Harvard Style

Priyadharshini, Mrs. P. Sugantha, M, Mohammed Roshan, J, Pavithran C, & M, Nathi Prakash (2021) 'ROAD SIGN RECOGNITION AND ANNOUNCEMENT USING MACHINE LEARNING', International Journal of Advance Research and Innovative Ideas In Education, 7(4), pp. 1768-1776.

Chicago Style

Priyadharshini, Mrs. P. Sugantha, et al. "ROAD SIGN RECOGNITION AND ANNOUNCEMENT USING MACHINE LEARNING." International Journal of Advance Research and Innovative Ideas In Education 7, no. 4 (2021): 1768-1776.

Turabian Style

Priyadharshini, Mrs. P. Sugantha, et al. "ROAD SIGN RECOGNITION AND ANNOUNCEMENT USING MACHINE LEARNING." International Journal of Advance Research and Innovative Ideas In Education 7, no. 4 (2021): 1768-1776.