Artificial neural network technology for text recognition
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Author:
Pyataeva, A. V.
Genza, S. A.
Corporate Contributor:
Институт космических и информационных технологий
Кафедра систем искусственного интеллекта
Date:
2019Journal Name:
CEUR Workshop ProceedingsJournal Quartile in Scopus:
без квартиляJournal Quartile in Web of Science:
без квартиляBibliographic Citation:
Pyataeva, A. V. Artificial neural network technology for text recognition [Текст] / A. V. Pyataeva, S. A. Genza // CEUR Workshop Proceedings. — 2019. — Т. 2534. — С. 248-252Abstract:
The paper shows the use of artificial neural networks for the task of scene text
recognition. A comparative analysis of the effectiveness of the use of various neural
network architectures was presented. Experimental studies were performed on the
MNIST, IIIT 5K, SVT and Synth 90k datasets.