Automatic recognition of Colombian car license plates using convolutional neural networks and Chars74k database

A methodology for the automatic recognition of Colombian car license plates using convolutional neural networks is proposed. One of the biggest challenges when using onvolutional neural network is the demand for large amounts of samples for training. In this work, we show that if we do not have enou...

Full description

Autores:
Arroyo-Pérez, D E
Álvarez-Canchila, O I
Patiño-Saucedo, A
Rostro González, H
Patiño Vanegas, Alberto
Tipo de recurso:
Fecha de publicación:
2020
Institución:
Universidad Tecnológica de Bolívar
Repositorio:
Repositorio Institucional UTB
Idioma:
eng
OAI Identifier:
oai:repositorio.utb.edu.co:20.500.12585/9384
Acceso en línea:
https://hdl.handle.net/20.500.12585/9384
Palabra clave:
Character Recognition
Tesseract
Template Matching
Convolution
Database systems
Image processing
License plates (automobile)
Colombians
Large amounts
Vehicle license plates
Convolutional neural networks
Rights
openAccess
License
http://creativecommons.org/licenses/by-nc/4.0/