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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:	Chirography digit identification method depend on xilinx using CNN
Authors Name:	SRI.B.MYSURA REDDY , M.USHA SREE , P.THARUN TEJA
Unique Id:	IJSDR2302124
Published In:	Volume 8 Issue 2, February-2023
Abstract:	: A CNNs are widely used in the computer vision for different purposes such as image classification and target detection, the total number of parameters and computation of the models is gradually increasing. Therefore, the main objective of this project is CNN processor design with an FPGA based resource multiplexing and power consumption of CNNs. In this paper we observe the variation of different algorithms that can classify the hand – written number using various hidden layers, different number of epochs and to make a comparison based on the accuracy of CNN. This is performed using the Modified National Institute of Standards and Technology (MNIST) dataset.
Keywords:	FPGA, parallel processing, hidden layers,Epochs,MNIST dataset
Cite Article:	"Chirography digit identification method depend on xilinx using CNN ", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.8, Issue 2, page no.701 - 707, February-2023, Available :http://www.ijsdr.org/papers/IJSDR2302124.pdf
Downloads:	000337070
Publication Details:	Published Paper ID: IJSDR2302124 Registration ID:204096 Published In: Volume 8 Issue 2, February-2023 DOI (Digital Object Identifier): Page No: 701 - 707 Publisher: IJSDR \| www.ijsdr.org ISSN Number: 2455-2631

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