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

SD Pande, PP Jadhav, R Joshi, AD Sawant… - Neuroscience …, 2022 - Elsevier
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 …

Offline recognition of handwritten Indic scripts: A state-of-the-art survey and future perspectives

R Sharma, B Kaushik - Computer Science Review, 2020 - Elsevier
The handwritten script recognition is one of the most interesting and challenging areas of
pattern recognition due to numerous variations in writing styles. Extensive in-depth research …

An efficient Devanagari character classification in printed and handwritten documents using SVM

S Puri, SP Singh - Procedia Computer Science, 2019 - Elsevier
With the increased demand, exploration and globalization of digitized Devanagari
documents, many printed and handwritten mono-lingual character recognition techniques …

Handwritten Hindi character recognition: a review

M Yadav, RK Purwar, M Mittal - IET Image Processing, 2018 - Wiley Online Library
As the years passed by, computers became more powerful and automation became the
need of generation. Humans tried to automate their work and replace themselves with …

Real-Time Retrieving Vedic Sanskrit Text into Multi-Lingual Text and Audio for Cultural Tourism Motivation

A Chand, P Agarwal, S Sharma - … International Conference for …, 2023 - ieeexplore.ieee.org
There are many uses for handwritten writing that has been digitally transformed. helping
both those working in the field of education and visitors better understand the local culture …

[PDF][PDF] Machine learning algorithms for handwritten Devanagari character recognition: a systematic review

M Agrawal, B Chauhan, T Agrawal - Journal of Science & Technology …, 2022 - jst.org.in
Machine Learning Algorithms for Handwritten Devanagari Character Recognition: A Systematic
Review Page 1 Journal of Science and Technology ISSN: 2456-5660 Volume 7, Issue 01 …

Hindi handwritten character recognition using deep convolution neural network

D Chaudhary, K Sharma - 2019 6th international conference on …, 2019 - ieeexplore.ieee.org
Convolution Neural Network (CNN) is turning out to be a very powerful tool for solving
Machine Learning (ML) problems, especially in multiclass image classification. With the …

Design of CNN architecture for Hindi Characters

M Yadav, R Kr Purwar, A Jain - 2018 - gredos.usal.es
Handwritten character recognition is a challenging problem which received attention
because of its potential benefits in real-life applications. It automates manual paper work …

Hindi handwritten character recognition using oriented gradients and Hu-geometric moments

M Yadav, RK Purwar - Journal of Electronic Imaging, 2018 - spiedigitallibrary.org
Character recognition is a well-known area because of its wide applications, including text-
searchable documents, digital storage and support, and manual work automation …

Tamil language handwritten document digitization and analysis of the impact of data augmentation using generative adversarial networks (GANs) on the accuracy of …

V Murugesh, A Parthasarathy, GP Gopinath… - Machine Learning and …, 2022 - Springer
Recognition of handwritten documents is an essential part of today's world for various
reasons such as analysis, data extraction, etc. Recognition of handwritten in Indian regional …