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Title: :  A Review of Deep Learning Techniques in Traffic Rule Detection System Using ADAS
PaperId: :  25408
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 6 2024
DUI:    16.0415/IJARIIE-25408
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Tanishq SoniPoornima Technology Institute of Engineering and Technology
Dr. Saurabh Raj Poornima Technology Institute of Engineering and Technology

Abstract

Deep Learning, Advanced Driver Assistance Systems
Deep Learning, ADAS, Traffic Rule Detection, Convolutional Neural Networks, Speed Limit Compliance, Traffic Sign Recognition
While autonomous driving is gradually affecting many traffic rules, speed compliance -amongst several others- assumes a very important place. Deep learning and machine learning-based Advanced Driver Assistance Systems may then be able to help in traffic safety by automatically enforcing adherence to the rules in place. This review considers deep learning-based detection systems for traffic rules, which are narrowed down to real-time traffic sign recognition and automatic enforcement of speed limits. The implementation of high-profile models like CNN and Mask R-CNN used to detect speed limit signs; once spotted, it activates within the vehicle to prevent the driver from moving beyond the detected speed limit.

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IJARIIE Tanishq Soni, and Dr. Saurabh Raj . "A Review of Deep Learning Techniques in Traffic Rule Detection System Using ADAS" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 6 2024 Page 1161-1171
MLA Tanishq Soni, and Dr. Saurabh Raj . "A Review of Deep Learning Techniques in Traffic Rule Detection System Using ADAS." International Journal Of Advance Research And Innovative Ideas In Education 10.6(2024) : 1161-1171.
APA Tanishq Soni, & Dr. Saurabh Raj . (2024). A Review of Deep Learning Techniques in Traffic Rule Detection System Using ADAS. International Journal Of Advance Research And Innovative Ideas In Education, 10(6), 1161-1171.
Chicago Tanishq Soni, and Dr. Saurabh Raj . "A Review of Deep Learning Techniques in Traffic Rule Detection System Using ADAS." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 6 (2024) : 1161-1171.
Oxford Tanishq Soni, and Dr. Saurabh Raj . 'A Review of Deep Learning Techniques in Traffic Rule Detection System Using ADAS', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 6, 2024, p. 1161-1171. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/A_Review_of_Deep_Learning_Techniques_in_Traffic_Rule_Detection_System_Using_ADAS_ijariie25409.pdf (Accessed : 04 December 2024).
Harvard Tanishq Soni, and Dr. Saurabh Raj . (2024) 'A Review of Deep Learning Techniques in Traffic Rule Detection System Using ADAS', International Journal Of Advance Research And Innovative Ideas In Education, 10(6), pp. 1161-1171IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/A_Review_of_Deep_Learning_Techniques_in_Traffic_Rule_Detection_System_Using_ADAS_ijariie25409.pdf (Accessed : 04 December 2024)
IEEE Tanishq Soni, and Dr. Saurabh Raj , "A Review of Deep Learning Techniques in Traffic Rule Detection System Using ADAS," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 6, pp. 1161-1171, Nov-Dec 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/A_Review_of_Deep_Learning_Techniques_in_Traffic_Rule_Detection_System_Using_ADAS_ijariie25409.pdf [Accessed : 04 December 2024].
Turabian Tanishq Soni, and Dr. Saurabh Raj . "A Review of Deep Learning Techniques in Traffic Rule Detection System Using ADAS." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 6 (04 December 2024).
Vancouver Tanishq Soni, and Dr. Saurabh Raj . A Review of Deep Learning Techniques in Traffic Rule Detection System Using ADAS. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : 04 December 2024]; 10(6) : 1161-1171. Available from: https://ijariie.com/AdminUploadPdf/A_Review_of_Deep_Learning_Techniques_in_Traffic_Rule_Detection_System_Using_ADAS_ijariie25409.pdf
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