Digitization of handwritten Devanagari text using CNN transfer learning – A better customer service support

Digitization of handwritten Devanagari text using CNN transfer learning – A better customer service support

Devanagari script is one of the bases of various language scripts in India. With the growth of computing and technology, manual systems are replaced by automated one. The purpose of this research is to automate the existing manual system for digitization of Devanagari script with the use of an autom...

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Bibliographic Details
Main Authors: Sandeep Dwarkanath Pande, Pramod Pandurang Jadhav, Rahul Joshi, Amol Dattatray Sawant, Vaibhav Muddebihalkar, Suresh Rathod, Madhuri Navnath Gurav, Soumitra Das
Format: Article
Language:English
Published: Elsevier 2022-09-01
Series:Neuroscience Informatics
Subjects:
Devanagari image to text
Transfer learning
Devanagari text digitization
CNN for Devanagari text recognition
Alexnet
Online Access:http://www.sciencedirect.com/science/article/pii/S2772528621000169

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