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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 7 | Month- July 2024
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Published Paper Details:
Paper Title
Ambulance Detection Using YOLOv8
Authors
Aakansha Kumar, Dr. Manisha Bharti
Keywords
Emergency vehicles, YOLOv8, object detection, deep learning, image segmentation
Abstract
The escalating urban population in India has given rise to a surge in traffic congestion within cities, posing challenges for ambulances to navigate through densely populated streets. This issue is exacerbated by a general lack of public awareness regarding the critical importance of yielding to emergency vehicles. To address this problem, our research focuses on training the YOLOv8 model for effective ambulance identification amidst other vehicles on the road. YOLO, distinguished for its efficacy in object detection, notably excels in swift processing speeds and exceptional
accuracy. This project emphasizes the utilization of YOLOv8, which demonstrates an 84.62% precision, a 75.93% recall, and an F1-score of
79.98% for ambulance detection and the application of deep learning
methodologies for image segmentation, aiming to enhance emergency vehicle navigation in congested urban environments.
IJCRT's Publication Details
Unique Identification Number - IJCRT24A4568
Paper ID - 258307
Page Number(s) - n556-n563
Pubished in - Volume 12 | Issue 4 | April 2024
DOI (Digital Object Identifier) - http://doi.one/10.1729/Journal.39145
Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Aakansha Kumar, Dr. Manisha Bharti, "Ambulance Detection Using YOLOv8", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.12, Issue 4, pp.n556-n563, April 2024, Available at :http://www.ijcrt.org/papers/IJCRT24A4568.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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