Performance Comparison of Machine Learning Models for Handwritten Devanagari Numerals Classification

Performance Comparison of Machine Learning Models for Handwritten Devanagari Numerals Classification

This work focuses on comparing the suitability of different machine learning models for the classification of handwritten digits in the Devanagari script. The models that will be compared in this study are: K-Nearest Neighbours (K-NN), Support Vector Machine (SVM), Convolutional Neural Network (CNN)...

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Bibliographic Details
Main Authors: Agastya Gummaraju, Ajitha K. B. Shenoy, Smitha N. Pai
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Convolution neural networks
deep learning
Devanagari script
handwritten numerals classification
quality education
GoogLeNet
Online Access:https://ieeexplore.ieee.org/document/10328868/

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