UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 9 Issue 1
January-2022
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2201515


Registration ID:
319689

Page Number

f84-f89

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Title

A Deep Learning approach for Indian Coin Recognition based on CNN-RNN

Abstract

Automatic coin recognition and identification system plays very important role in slot machine, vending machine and in several banking connected equipment’s. For recognition and detection of Indian coin we’ve got planned Deep Learning approach during this research. The model is trained on over 1000 pictures and may classify pictures into four object classes like one, two, five- and ten-rupees’ coins. The trained model is tested on varied normal and own recorded data sets encompass movement, translated and shifted pictures. During this we tend to use the CNN-RNN approach for coin image recognition. RNN is employed for the mechanically offer the caption of coin supported it practicality. LSTM prevents back propagated errors from vanishing or exploding. That is, LSTM will learn tasks that need memories of events that happened thousands or maybe several separate time steps earlier.

Key Words

Coin Recognition, Deep Learning, Convolution Neural Network, Recurrent Neural Network, Long Short-Term Memory.

Cite This Article

"A Deep Learning approach for Indian Coin Recognition based on CNN-RNN", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 1, page no.f84-f89, January-2022, Available :http://www.jetir.org/papers/JETIR2201515.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"A Deep Learning approach for Indian Coin Recognition based on CNN-RNN", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 1, page no. ppf84-f89, January-2022, Available at : http://www.jetir.org/papers/JETIR2201515.pdf

Publication Details

Published Paper ID: JETIR2201515
Registration ID: 319689
Published In: Volume 9 | Issue 1 | Year January-2022
DOI (Digital Object Identifier):
Page No: f84-f89
Country: Junagadh, Gujarat, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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