Vietnamese character recognition based on cnn model with reduced character classes

• Main Authors: Phan, T.H., Tran, D.C., Hassan, M.F.
• Format: Article
• Published: Institute of Advanced Engineering and Science 2021
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85102988809&doi=10.11591%2feei.v10i2.2810&partnerID=40&md5=5e693f828b523a177314ee98545d5589; http://eprints.utp.edu.my/23853/
• Institution: Universiti Teknologi Petronas

This article will detail the steps to build and train the convolutional neural network (CNN) model for Vietnamese character recognition in educational books. Based on this model, a mobile application for extracting text content from images in Vietnamese textbooks was built using OpenCV and Canny edg...