Enhancing automated vehicle identification by integrating YOLO v8 and OCR techniques for high-precision license plate detection and recognition

Enhancing automated vehicle identification by integrating YOLO v8 and OCR techniques for high-precision license plate detection and recognition

Abstract Vehicle identification systems are vital components that enable many aspects of contemporary life, such as safety, trade, transit, and law enforcement. They improve community and individual well-being by increasing vehicle management, security, and transparency. These tasks entail locating...

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Bibliographic Details
Main Authors: Hanae Moussaoui, Nabil El Akkad, Mohamed Benslimane, Walid El-Shafai, Abdullah Baihan, Chaminda Hewage, Rajkumar Singh Rathore
Format: Article
Language:English
Published: Nature Portfolio 2024-06-01
Series:Scientific Reports
Subjects:
Deep learning
Yolo v8
Image segmentation
Character recognition
OCR
Thresholding
Online Access:https://doi.org/10.1038/s41598-024-65272-1

Internet

https://doi.org/10.1038/s41598-024-65272-1

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