A Sequential Handwriting Recognition Model Based on a Dynamically Configurable CRNN

Handwriting recognition refers to recognizing a handwritten input that includes character(s) or digit(s) based on an image. Because most applications of handwriting recognition in real life contain sequential text in various languages, there is a need to develop a dynamic handwriting recognition sys...

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Veröffentlicht in:	Sensors (Basel, Switzerland) Jg. 21; H. 21; S. 7306
Hauptverfasser:	AL-Saffar, Ahmed, Awang, Suryanti, AL-Saiagh, Wafaa, AL-Khaleefa, Ahmed Salih, Abed, Saad Adnan
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Basel MDPI AG 02.11.2021 MDPI
Schlagworte:	Artificial intelligence Automation Classification Datasets Deep learning Genetic algorithms Handwriting handwriting recognition Machine learning metaheuristics optimization Neural Architecture Search (NAS), configuration search Neural networks Optimization techniques
ISSN:	1424-8220, 1424-8220
Online-Zugang:	Volltext
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