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Title: :  Traffic Rule Violation Detection System using ML
PaperId: :  12688
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 6 Issue 5 2020
DUI:    16.0415/IJARIIE-12688
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Shakib Jakir DeshmukhJayawantrao Sawant College of Engineering
Hrishikesh Ashok AtoleJayawantrao Sawant College of Engineering
Amit Sugriv RangwalJayawantrao Sawant College of Engineering
Balaji Jeevan KokilJayawantrao Sawant College of Engineering
Shipra SaraswatJayawantrao Sawant College of Engineering

Abstract

Computer Engineering
Firebase GC, CNN, ML, TCP/IP, WWW, BaaS, YOLO.
Real time identification systems are very important and needful for safety, security rule following and socialism and also for own safety concerns. Traffic rules are important for safety as traffic laws are to prevent drivers of vehicles from causing accidents or hitting pedestrians. They are also to help control the flow of traffic so that it is more efficient. Traffic Rule Violations are leading cause of accidents, according to WHO India is a leading country in casualties occurring on road. The current system uses human interaction for rule violation detection, as it is a manual process it has some limitations, on multiple occasions we find the system gets corrupt. An alternative solution would be AI-developed System. With our system, we can detect multiple rule violations, for example, Vehicle crossing signal during red light or driving without a helmet, etc. Basic idea is to detect these violations through preinstalled cameras. We can do it by ML based algorithm where we can detect the violators by Image- Processing, getting the number pate, categorizing violation accordingly and issuing fine. Which will help increase the efficiency of traffic rule enforcement

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IJARIIE Shakib Jakir Deshmukh, Hrishikesh Ashok Atole, Amit Sugriv Rangwal, Balaji Jeevan Kokil, and Shipra Saraswat. "Traffic Rule Violation Detection System using ML" International Journal Of Advance Research And Innovative Ideas In Education Volume 6 Issue 5 2020 Page 410-416
MLA Shakib Jakir Deshmukh, Hrishikesh Ashok Atole, Amit Sugriv Rangwal, Balaji Jeevan Kokil, and Shipra Saraswat. "Traffic Rule Violation Detection System using ML." International Journal Of Advance Research And Innovative Ideas In Education 6.5(2020) : 410-416.
APA Shakib Jakir Deshmukh, Hrishikesh Ashok Atole, Amit Sugriv Rangwal, Balaji Jeevan Kokil, & Shipra Saraswat. (2020). Traffic Rule Violation Detection System using ML. International Journal Of Advance Research And Innovative Ideas In Education, 6(5), 410-416.
Chicago Shakib Jakir Deshmukh, Hrishikesh Ashok Atole, Amit Sugriv Rangwal, Balaji Jeevan Kokil, and Shipra Saraswat. "Traffic Rule Violation Detection System using ML." International Journal Of Advance Research And Innovative Ideas In Education 6, no. 5 (2020) : 410-416.
Oxford Shakib Jakir Deshmukh, Hrishikesh Ashok Atole, Amit Sugriv Rangwal, Balaji Jeevan Kokil, and Shipra Saraswat. 'Traffic Rule Violation Detection System using ML', International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 5, 2020, p. 410-416. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Traffic_Rule_Violation_Detection_System_using_ML_ijariie12688.pdf (Accessed : 15 September 2020).
Harvard Shakib Jakir Deshmukh, Hrishikesh Ashok Atole, Amit Sugriv Rangwal, Balaji Jeevan Kokil, and Shipra Saraswat. (2020) 'Traffic Rule Violation Detection System using ML', International Journal Of Advance Research And Innovative Ideas In Education, 6(5), pp. 410-416IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Traffic_Rule_Violation_Detection_System_using_ML_ijariie12688.pdf (Accessed : 15 September 2020)
IEEE Shakib Jakir Deshmukh, Hrishikesh Ashok Atole, Amit Sugriv Rangwal, Balaji Jeevan Kokil, and Shipra Saraswat, "Traffic Rule Violation Detection System using ML," International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 5, pp. 410-416, Sep-Oct 2020. [Online]. Available: http://ijariie.com/AdminUploadPdf/Traffic_Rule_Violation_Detection_System_using_ML_ijariie12688.pdf [Accessed : 15 September 2020].
Turabian Shakib Jakir Deshmukh, Hrishikesh Ashok Atole, Amit Sugriv Rangwal, Balaji Jeevan Kokil, and Shipra Saraswat. "Traffic Rule Violation Detection System using ML." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 6 number 5 (15 September 2020).
Vancouver Shakib Jakir Deshmukh, Hrishikesh Ashok Atole, Amit Sugriv Rangwal, Balaji Jeevan Kokil, and Shipra Saraswat. Traffic Rule Violation Detection System using ML. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2020 [Cited : 15 September 2020]; 6(5) : 410-416. Available from: http://ijariie.com/AdminUploadPdf/Traffic_Rule_Violation_Detection_System_using_ML_ijariie12688.pdf
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