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Title: :  Intelligent Video Surveillance System
PaperId: :  19902
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 2 2023
DUI:    16.0415/IJARIIE-19902
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Sakshi ChavanTerna Engineering College
Shubhangi YadavTerna Engineering College
Rutuja RasamTerna Engineering College
Komal BijoreTerna Engineering College
Shudhodhan BokefodeTerna Engineering College

Abstract

Computer Engineering
YOLO, YOLOV3, Fall Detection, Vehicle Crash Detection, Coco trained model.
Abstract - The frequent increase in number of vehicle crashes and accidental falls has increased over the past decade. Increasing the number of cars and excessive traffic in cities is a major problem at the current time. Statistics show that more and more accidents happen daily, and many of these could be avoided. Approximately 1.3 million people die each year as a result of road traffic crashes. Regardless of mindfulness cause, this issue is as yet expanding because of rider's poor practices, for example, drunk driving, speed driving, riding without adequate rest, riding with no cap insurance, and so forth. Accidental fall is also the most prominent factor that causes accidental death of people. This paper uses the YOLOv3 algorithm to extract features and complete the end-to-end prediction of the target frame and category at one time. In this paper, an already trained model of the coco dataset based on the YOLOv3 algorithm is used for fall and vehicle crash detection. The YOLO machine learning algorithm uses features learned by a deep convolutional neural network to detect an object. Experiments show that the YOLOv3 algorithm is a real-time object detection algorithm that offers excellent detection speed and detection accuracy.

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IJARIIE Sakshi Chavan, Shubhangi Yadav, Rutuja Rasam, Komal Bijore, and Shudhodhan Bokefode. "Intelligent Video Surveillance System" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 2 2023 Page 2714-2720
MLA Sakshi Chavan, Shubhangi Yadav, Rutuja Rasam, Komal Bijore, and Shudhodhan Bokefode. "Intelligent Video Surveillance System." International Journal Of Advance Research And Innovative Ideas In Education 9.2(2023) : 2714-2720.
APA Sakshi Chavan, Shubhangi Yadav, Rutuja Rasam, Komal Bijore, & Shudhodhan Bokefode. (2023). Intelligent Video Surveillance System. International Journal Of Advance Research And Innovative Ideas In Education, 9(2), 2714-2720.
Chicago Sakshi Chavan, Shubhangi Yadav, Rutuja Rasam, Komal Bijore, and Shudhodhan Bokefode. "Intelligent Video Surveillance System." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 2 (2023) : 2714-2720.
Oxford Sakshi Chavan, Shubhangi Yadav, Rutuja Rasam, Komal Bijore, and Shudhodhan Bokefode. 'Intelligent Video Surveillance System', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, 2023, p. 2714-2720. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Intelligent_Video_Surveillance_System_ijariie19902.pdf (Accessed : 25 June 2023).
Harvard Sakshi Chavan, Shubhangi Yadav, Rutuja Rasam, Komal Bijore, and Shudhodhan Bokefode. (2023) 'Intelligent Video Surveillance System', International Journal Of Advance Research And Innovative Ideas In Education, 9(2), pp. 2714-2720IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Intelligent_Video_Surveillance_System_ijariie19902.pdf (Accessed : 25 June 2023)
IEEE Sakshi Chavan, Shubhangi Yadav, Rutuja Rasam, Komal Bijore, and Shudhodhan Bokefode, "Intelligent Video Surveillance System," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, pp. 2714-2720, Mar-App 2023. [Online]. Available: http://ijariie.com/AdminUploadPdf/Intelligent_Video_Surveillance_System_ijariie19902.pdf [Accessed : 25 June 2023].
Turabian Sakshi Chavan, Shubhangi Yadav, Rutuja Rasam, Komal Bijore, and Shudhodhan Bokefode. "Intelligent Video Surveillance System." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 2 (25 June 2023).
Vancouver Sakshi Chavan, Shubhangi Yadav, Rutuja Rasam, Komal Bijore, and Shudhodhan Bokefode. Intelligent Video Surveillance System. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : 25 June 2023]; 9(2) : 2714-2720. Available from: http://ijariie.com/AdminUploadPdf/Intelligent_Video_Surveillance_System_ijariie19902.pdf
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