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Handwritten Devanagari Character Recognition Using Layer-Wise Training of Deep Convolutional Neural Networks and Adaptive Gradient Methods

Handwritten character recognition is currently getting the attention of researchers because of possible applications in assisting technology for blind and visually impaired users, human–robot interaction, automatic data entry for business documents, etc. In this work, we propose a technique to recog...

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Principais autores: Mahesh Jangid, Sumit Srivastava
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2018-02-01
Serier:Journal of Imaging
Fag:
handwritten character recognition
deep learning
Devanagari characters
convolutional neural network
adaptive gradient methods
Online adgang:http://www.mdpi.com/2313-433X/4/2/41
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