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Title: :  AUTOMATIC VEHICLE NUMBER IDENTIFICATION USING DIGITAL IMAGE PROCESSOR(DIP)
PaperId: :  11488
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 6 Issue 2 2020
DUI:    16.0415/IJARIIE-11488
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
M VISHNUPRASADSRM VALLIAMMAI ENGINEERING COLLEGE
T. VIGNESHSRM VALLIAMMAI ENGINEERING COLLEGE
C.TEJA SWAROOPSRM VALLIAMMAI ENGINEERING COLLEGE
S.A.VISHWASRM VALLIAMMAI ENGINEERING COLLEGE
R.ISSAN RAJSRM VALLIAMMAI ENGINEERING COLLEGE

Abstract

ELECTRICAL ENGINEERING
Deep learning, ResNet-50, R-CNN , helmet.
Road accidents are one of the major causes of human deaths. Most of the deaths in accidents are due to damage to the head of the motorcycle riders. Among the different types of road accidents, motorcycle accidents are common and cause severe injuries. To reduce the involved risk for the motorcycle riders, it is exceptionally fascinating to utilize helmet. The helmet is the motorcyclist’s main protection. Most countries require the use of helmets by motorcyclists, but many people fail to obey the law for various reasons. We present the development of a system using deep convolutional neural networks (CNNs) for finding motorcyclists who are violating helmet laws. The system comprises motorcycle detection, helmet vs. no-helmet classification and counting process. Faster R-CNN with ResNet 50 network model is implementing for motorcycle detector process. CNN classification model proposes for classify the helmet vs. no-helmet. Finally making alarm sound to alert the officer to preventing motorcycle accident. We evaluate the system in terms of accuracy and speed and identify the number plate of the vehicle

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IJARIIE M VISHNUPRASAD, T. VIGNESH, C.TEJA SWAROOP, S.A.VISHWA, and R.ISSAN RAJ. "AUTOMATIC VEHICLE NUMBER IDENTIFICATION USING DIGITAL IMAGE PROCESSOR(DIP)" International Journal Of Advance Research And Innovative Ideas In Education Volume 6 Issue 2 2020 Page 57-60
MLA M VISHNUPRASAD, T. VIGNESH, C.TEJA SWAROOP, S.A.VISHWA, and R.ISSAN RAJ. "AUTOMATIC VEHICLE NUMBER IDENTIFICATION USING DIGITAL IMAGE PROCESSOR(DIP)." International Journal Of Advance Research And Innovative Ideas In Education 6.2(2020) : 57-60.
APA M VISHNUPRASAD, T. VIGNESH, C.TEJA SWAROOP, S.A.VISHWA, & R.ISSAN RAJ. (2020). AUTOMATIC VEHICLE NUMBER IDENTIFICATION USING DIGITAL IMAGE PROCESSOR(DIP). International Journal Of Advance Research And Innovative Ideas In Education, 6(2), 57-60.
Chicago M VISHNUPRASAD, T. VIGNESH, C.TEJA SWAROOP, S.A.VISHWA, and R.ISSAN RAJ. "AUTOMATIC VEHICLE NUMBER IDENTIFICATION USING DIGITAL IMAGE PROCESSOR(DIP)." International Journal Of Advance Research And Innovative Ideas In Education 6, no. 2 (2020) : 57-60.
Oxford M VISHNUPRASAD, T. VIGNESH, C.TEJA SWAROOP, S.A.VISHWA, and R.ISSAN RAJ. 'AUTOMATIC VEHICLE NUMBER IDENTIFICATION USING DIGITAL IMAGE PROCESSOR(DIP)', International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 2, 2020, p. 57-60. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/AUTOMATIC_VEHICLE_NUMBER_IDENTIFICATION_USING_DIGITAL_IMAGE_PROCESSOR_DIP__ijariie11488.pdf (Accessed : 29 July 2020).
Harvard M VISHNUPRASAD, T. VIGNESH, C.TEJA SWAROOP, S.A.VISHWA, and R.ISSAN RAJ. (2020) 'AUTOMATIC VEHICLE NUMBER IDENTIFICATION USING DIGITAL IMAGE PROCESSOR(DIP)', International Journal Of Advance Research And Innovative Ideas In Education, 6(2), pp. 57-60IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/AUTOMATIC_VEHICLE_NUMBER_IDENTIFICATION_USING_DIGITAL_IMAGE_PROCESSOR_DIP__ijariie11488.pdf (Accessed : 29 July 2020)
IEEE M VISHNUPRASAD, T. VIGNESH, C.TEJA SWAROOP, S.A.VISHWA, and R.ISSAN RAJ, "AUTOMATIC VEHICLE NUMBER IDENTIFICATION USING DIGITAL IMAGE PROCESSOR(DIP)," International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 2, pp. 57-60, Mar-App 2020. [Online]. Available: https://ijariie.com/AdminUploadPdf/AUTOMATIC_VEHICLE_NUMBER_IDENTIFICATION_USING_DIGITAL_IMAGE_PROCESSOR_DIP__ijariie11488.pdf [Accessed : 29 July 2020].
Turabian M VISHNUPRASAD, T. VIGNESH, C.TEJA SWAROOP, S.A.VISHWA, and R.ISSAN RAJ. "AUTOMATIC VEHICLE NUMBER IDENTIFICATION USING DIGITAL IMAGE PROCESSOR(DIP)." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 6 number 2 (29 July 2020).
Vancouver M VISHNUPRASAD, T. VIGNESH, C.TEJA SWAROOP, S.A.VISHWA, and R.ISSAN RAJ. AUTOMATIC VEHICLE NUMBER IDENTIFICATION USING DIGITAL IMAGE PROCESSOR(DIP). International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2020 [Cited : 29 July 2020]; 6(2) : 57-60. Available from: https://ijariie.com/AdminUploadPdf/AUTOMATIC_VEHICLE_NUMBER_IDENTIFICATION_USING_DIGITAL_IMAGE_PROCESSOR_DIP__ijariie11488.pdf
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