Object Detection For Vehicular Nameplate Detection Using EasyOCR and YOLOv3

Kirubasankar K R; Kokila M. M; Mohamaad Ishaaq S; Navaneetha Krishnan S; Sakthivel T

Object Detection For Vehicular Nameplate Detection Using EasyOCR and YOLOv3

Authors: Kirubasankar K R, Kokila M. M, Mohamaad Ishaaq S, Navaneetha Krishnan S, Sakthivel T

Unique Paper ID: 168282
Volume: 11
Issue: 5
PageNo: 1191-1196

Keywords: Vehicle nameplate detection YOLOv3 and EasyOCR

Abstract:
This project is based on computer vision concepts for improve the image processing and image quality of vehicle number plate detection. Computer vision technologies such as YOLOv3 and EasyOCR are the fundamental tools for Vehicle number-plate detection. By using this core capabilities to identify the object detection, text recognition and data integration. In the existing system, the information is highly required for both management of traffic as well as reduction of crime. Number plate recognition is an effective way for automatic vehicle identification. In the proposed system, the advanced technologies are used for vehicle number-plate detection that integrates YOLOv3 for object detection with EasyOCR for text recognition. The system is designed to identify vehicle number-plates from images or video feeds, extract the license plate information and provide comprehensive vehicle details. The key innovation of this system is ability to enhance vehicle identification by not only reading the license plate numbers but also providing extensive vehicle information. This feature transforms the system into a robust tool for vehicle management and verification. This project focuses on vehicle number plate detection with added features such as number plate color detection, logger system, and an AI-based rating system. These additional capabilities enhance the basic number plate recognition functionality, providing more robust vehicle monitoring and alerting capabilities.

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Cite This Article

ISSN: 2349-6002
Volume: 11
Issue: 5
PageNo: 1191-1196

Object Detection For Vehicular Nameplate Detection Using EasyOCR and YOLOv3

Available:https://ijirt.org/Article?manuscript=168282

27 Sep, 2024

Object Detection For Vehicular Nameplate Detection Using EasyOCR and YOLOv3

Impact Factor
8.01 (Year 2024)

UGC Approved
Journal no 47859

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