Ensemble of deep learning and machine learning approach for classification of handwritten Hindi numerals

Ensemble of deep learning and machine learning approach for classification of handwritten Hindi numerals

Abstract Given the vast range of factors, including shape, size, skew, and orientation of handwritten numerals, their machine-based recognition is a difficult challenge for researchers in the pattern recognition field. Due to the abundance of curves and resembling shapes of the symbols, the recognit...

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Bibliographic Details
Main Authors: Danveer Rajpal, Akhil Ranjan Garg
Format: Article
Language:English
Published: SpringerOpen 2023-07-01
Series:Journal of Engineering and Applied Science
Subjects:
Deep convolutional neural networks
Deep learning
Dimensionality reduction
Feature optimization
Feature separation
Inception-v3
Online Access:https://doi.org/10.1186/s44147-023-00252-2

Internet

https://doi.org/10.1186/s44147-023-00252-2

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