TEXT LOCALIZATION ON IMAGES USING CONVOLUTIONAL NEURAL NETWORKS

Authors

  • Kornaga Yaroslav National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute", Ukraine
  • Shymanskyi Mykola National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute", Ukraine
  • Barabash Andrii National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute", Ukraine

Abstract

This paper deals with the problem of scene text localization. Convolutional neural network was used for this task. Pretrained model based on VGG-16 was used for feature extraction. Datasets from ICDAR and ICDAR 2013 were used for training.

Key words: text localization, image processing, computer vision, neural networks.

Fig.: 1. Table.: 1. Bibl.: 3.

Published

2023-11-08

Issue

2018

Section

Machine learning, Big Data