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AN INTELLIGENT SYSTEM FOR IRAQI ARABIC LICENSE PLATE RECOGNITION USING YOLO AND MACHINE LEARNING

Vehicle identification processes through traffic management systems depend heavily on automatic license plate recognition capabilities. The presented system uses advanced methods from deep learning and machine learning to recognize Iraqi vehicle license plates. The system uses the Tkinter-developed...

Ausführliche Beschreibung

Gespeichert in:
1. Verfasser: Neaam M.Isaam Abdul-Sattar
Format: Artigo
Sprache:Inglês
Veröffentlicht: Faculty of Engineering, University of Kufa 2026-05-01
Schriftenreihe:Mağallaẗ Al-kūfaẗ Al-handasiyyaẗ
Schlagworte:
license plate recognition (lpr)
yolo
optical character recognition (ocr)
support vector machine (svm)
k-nearest neighbors (knn)
iraqi car plate
machine learning
deep learning
vehicle classification
Online-Zugang:https://journal.uokufa.edu.iq/index.php/kje/article/view/19672
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