Deep Learning System for Automatic License Plate Detection and Recognition

2017 ◽  
Author(s):  
Zied Selmi ◽  
Mohamed Ben Halima ◽  
Adel M. Alimi
Keyword(s):  
Deep Learning ◽  
Learning System ◽  
License Plate ◽  
License Plate Detection ◽  
Detection And Recognition

scholarly journals A Robust Deep Learning Approach for Automatic Iranian Vehicle License Plate Detection and Recognition for Surveillance Systems

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 201317-201330
Author(s):  
Ali Tourani ◽  
Asadollah Shahbahrami ◽  
Sajjad Soroori ◽  
Saeed Khazaee ◽  
Ching Yee Suen
Keyword(s):  
Deep Learning ◽  
License Plate ◽  
Learning Approach ◽  
Surveillance Systems ◽  
License Plate Detection ◽  
Detection And Recognition

scholarly journals PVBR-Recog: A YOLOv3-based Brazilian Automatic License Plate Recognition Tool

2019 ◽  
Author(s):  
Pedro Ferreira Alves Pinto ◽  
Antonio José G. Busson ◽  
João P. Forny de Melo ◽  
Sérgio Colcher ◽  
Ruy Luiz Milidiú
Keyword(s):  
Deep Learning ◽  
License Plate ◽  
License Plate Recognition ◽  
Practical Applications ◽  
License Plate Detection ◽  
Detection And Recognition ◽  
Automatic License Plate Recognition

Vehicle’s license plate detection and recognition is a task with several practical applications. It can be applied, for example, in the security segment, identifying stolen cars and controlling cars entry/exit in private areas. This work presents a Deep Learning based tool that uses the cascaded YOLOv3 to simultaneously detect and recognize vehicle plate. In experiments performed, our tool got a recall of 95% in plate detection and 96.2% accuracy in the recognition of the 7 characters of the license plate.

License plate detection and recognition based on YOLOv3 and ILPRNET

2021 ◽  
Author(s):  
Yongjie Zou ◽  
Yongjun Zhang ◽  
Jun Yan ◽  
Xiaoxu Jiang ◽  
Tengjie Huang ◽  
...  
Keyword(s):  
License Plate ◽  
License Plate Detection ◽  
Detection And Recognition
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