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Title: :  HELMET DETECTION AND LICENSE PLATE RECOGNITION USING YOLO MODEL
PaperId: :  16847
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 3 2022
DUI:    16.0415/IJARIIE-16847
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Prof. MUNESHWAR R. N.AMRUTVAHINI COLLEGE OF ENGINEERING, SANGAMNER
Miss. POTE PRANAVI VIJAYAMRUTVAHINI COLLEGE OF ENGINEERING, SANGAMNER
Mr. BHAWAR SHIVAM ASHOKAMRUTVAHINI COLLEGE OF ENGINEERING, SANGAMNER
Miss. JADHAV PRATIKSHA SITARAMAMRUTVAHINI COLLEGE OF ENGINEERING, SANGAMNER
Miss. GITE NIKITA RAJENDRAAMRUTVAHINI COLLEGE OF ENGINEERING, SANGAMNER

Abstract

Information Technology
COCO, YOLO, CCTV, OpenCV, Neural Network, video detection ,tracking object, etc
In today’s world, the increasing use of Motorcycles has prompted increment in road accidents and injuries. Helmet not used by the motorcycle rider is one of the major causes. Currently, one procedure is to physically check use of helmet at the pavement junction or through the CCTV footage video, which requires human energy to detect motorcyclists without helmet. The object detection and tracking is the important steps of computer vision algorithm. The robust object detection is the challenge due to variations in the scenes. Another biggest challenge is to track the object in the occlusion conditions. Hence in this approach, the moving objects detection using OpenCV object detection API. Further the location of the detected object is pass to the object tracking algorithm. A YOLO object tracking algorithm is used for robust object detection. The proposed approach is able to detect the object in different illumination and occlusion. The system extracts objects class based on feature extracted. The system uses You Only Look Once (YOLO)-Darknet deep learning framework which consists of Convolutional Neural Networks trained on Common Objects in Context (COCO) and combined with computer vision.

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IJARIIE Prof. MUNESHWAR R. N., Miss. POTE PRANAVI VIJAY, Mr. BHAWAR SHIVAM ASHOK, Miss. JADHAV PRATIKSHA SITARAM, and Miss. GITE NIKITA RAJENDRA. "HELMET DETECTION AND LICENSE PLATE RECOGNITION USING YOLO MODEL" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 3 2022 Page 1632-1643
MLA Prof. MUNESHWAR R. N., Miss. POTE PRANAVI VIJAY, Mr. BHAWAR SHIVAM ASHOK, Miss. JADHAV PRATIKSHA SITARAM, and Miss. GITE NIKITA RAJENDRA. "HELMET DETECTION AND LICENSE PLATE RECOGNITION USING YOLO MODEL." International Journal Of Advance Research And Innovative Ideas In Education 8.3(2022) : 1632-1643.
APA Prof. MUNESHWAR R. N., Miss. POTE PRANAVI VIJAY, Mr. BHAWAR SHIVAM ASHOK, Miss. JADHAV PRATIKSHA SITARAM, & Miss. GITE NIKITA RAJENDRA. (2022). HELMET DETECTION AND LICENSE PLATE RECOGNITION USING YOLO MODEL. International Journal Of Advance Research And Innovative Ideas In Education, 8(3), 1632-1643.
Chicago Prof. MUNESHWAR R. N., Miss. POTE PRANAVI VIJAY, Mr. BHAWAR SHIVAM ASHOK, Miss. JADHAV PRATIKSHA SITARAM, and Miss. GITE NIKITA RAJENDRA. "HELMET DETECTION AND LICENSE PLATE RECOGNITION USING YOLO MODEL." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 3 (2022) : 1632-1643.
Oxford Prof. MUNESHWAR R. N., Miss. POTE PRANAVI VIJAY, Mr. BHAWAR SHIVAM ASHOK, Miss. JADHAV PRATIKSHA SITARAM, and Miss. GITE NIKITA RAJENDRA. 'HELMET DETECTION AND LICENSE PLATE RECOGNITION USING YOLO MODEL', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, 2022, p. 1632-1643. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/HELMET_DETECTION_AND_LICENSE_PLATE_RECOGNITION_USING_YOLO_MODEL_ijariie16847.pdf (Accessed : ).
Harvard Prof. MUNESHWAR R. N., Miss. POTE PRANAVI VIJAY, Mr. BHAWAR SHIVAM ASHOK, Miss. JADHAV PRATIKSHA SITARAM, and Miss. GITE NIKITA RAJENDRA. (2022) 'HELMET DETECTION AND LICENSE PLATE RECOGNITION USING YOLO MODEL', International Journal Of Advance Research And Innovative Ideas In Education, 8(3), pp. 1632-1643IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/HELMET_DETECTION_AND_LICENSE_PLATE_RECOGNITION_USING_YOLO_MODEL_ijariie16847.pdf (Accessed : )
IEEE Prof. MUNESHWAR R. N., Miss. POTE PRANAVI VIJAY, Mr. BHAWAR SHIVAM ASHOK, Miss. JADHAV PRATIKSHA SITARAM, and Miss. GITE NIKITA RAJENDRA, "HELMET DETECTION AND LICENSE PLATE RECOGNITION USING YOLO MODEL," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, pp. 1632-1643, May-Jun 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/HELMET_DETECTION_AND_LICENSE_PLATE_RECOGNITION_USING_YOLO_MODEL_ijariie16847.pdf [Accessed : ].
Turabian Prof. MUNESHWAR R. N., Miss. POTE PRANAVI VIJAY, Mr. BHAWAR SHIVAM ASHOK, Miss. JADHAV PRATIKSHA SITARAM, and Miss. GITE NIKITA RAJENDRA. "HELMET DETECTION AND LICENSE PLATE RECOGNITION USING YOLO MODEL." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 3 ().
Vancouver Prof. MUNESHWAR R. N., Miss. POTE PRANAVI VIJAY, Mr. BHAWAR SHIVAM ASHOK, Miss. JADHAV PRATIKSHA SITARAM, and Miss. GITE NIKITA RAJENDRA. HELMET DETECTION AND LICENSE PLATE RECOGNITION USING YOLO MODEL. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : ]; 8(3) : 1632-1643. Available from: https://ijariie.com/AdminUploadPdf/HELMET_DETECTION_AND_LICENSE_PLATE_RECOGNITION_USING_YOLO_MODEL_ijariie16847.pdf
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