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INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016
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Paper Title:	Character Recognition using Support Vector Classifier (SVC)
Authors Name:	Sakshi Panwar , Koyal Agrawal , Nipun Aggarwal , Dr. Mukesh Rawat
Unique Id:	IJSDR2108001
Published In:	Volume 6 Issue 8, August-2021
Abstract:	In this paper, the clustering Algorithm known as Support Vector Classifier(SVC) is used. SVC offers classifiers such as logistic regression and decision trees that provide very high accuracy compared to others. The model first preprocesses the input after that extracts the required details then it classifies the details and finally detection. SVC presents a workload that is data intensive and compute. To reduce the workload the model trained offline, achieving 97.95% top-1 accuracy. And it also segmentation and preprocessing is also used to minimize input image size fed into SVM
Keywords:	SVC, Segmentation, Regression, preprocessing
Cite Article:	"Character Recognition using Support Vector Classifier (SVC)", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.6, Issue 8, page no.1 - 5, August-2021, Available :http://www.ijsdr.org/papers/IJSDR2108001.pdf
Downloads:	000337070
Publication Details:	Published Paper ID: IJSDR2108001 Registration ID:193574 Published In: Volume 6 Issue 8, August-2021 DOI (Digital Object Identifier): Page No: 1 - 5 Publisher: IJSDR \| www.ijsdr.org ISSN Number: 2455-2631

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