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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 13 | Issue 11 | Month- November 2025
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Published Paper Details:
Paper Title
HANDWRITTEN DIGIT RECOGNITION USING SVM ALGORITHM IN MACHINE LEARNING
Authors
R. Sai Pavan Reddy, B. Prudhvi Kumar Reddy, P. Venkatesh, P.S. Vaseem Akram
Keywords
Support Vector Machine, Handwritten Digit Recognition, Image Acquisition, Pre-Processing, Gray Image Conversion, Feature Extraction
Abstract
Neural Networks based algorithms have intimated steadfast potential on various visual tasks including the recognition of Digits. This paper presents Support Vector Machine (SVM) based Real Time Hand-Written Digit Recognition System. The system involves two main sections i.e. training and recognition section. SVM classifier is used as the training algorithm and then tested it on MNIST dataset. We achieved a training accuracy of 98.05% and a test accuracy of 97.83% demonstrating that the proposed method can achieve significant and promising performance in digit recognition. Then we implemented our model to recognize user given handwritten digits in real time.
IJCRT's Publication Details
Unique Identification Number - IJCRT22A6520
Paper ID - 222081
Page Number(s) - e293-e297
Pubished in - Volume 10 | Issue 6 | June 2022
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
R. Sai Pavan Reddy, B. Prudhvi Kumar Reddy, P. Venkatesh, P.S. Vaseem Akram, "HANDWRITTEN DIGIT RECOGNITION USING SVM ALGORITHM IN MACHINE LEARNING", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.10, Issue 6, pp.e293-e297, June 2022, Available at :http://www.ijcrt.org/papers/IJCRT22A6520.pdf
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Volume 13 | Issue 11
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Submit Manuscript Online Impact Factor: 7.97 Review Results : Within 02-03 Days Paper Publication : Within 02-03 Days
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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