UGC Approved Journal no 63975(19)

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

Volume 8 Issue 5
May-2021
eISSN: 2349-5162

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

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Published Paper ID:
JETIR2105880


Registration ID:
310098

Page Number

g608-g613

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Title

Blight Diagnosis

Abstract

The early detection of diseases is important as it has social, ecological, and economic impacts on agriculture. Automatic methods for classification of crop diseases also help with taking action after detecting the symptoms of crop diseases as it plays a vital role in terms of rural employment and GDP of the country. The objective of this work is to develop a model which can predict those diseases so that the farmers can take appropriate action. This work can be done using a Convolution Neural Networks model using a dataset with 10 fold cross-validation technique to identify common crop diseases. With this model, we overcome the problem of crop diseases. The early detection of diseases is important as it has social, ecological, and economic impacts on agriculture. Automatic methods for classification of crop diseases also help with taking action after detecting the symptoms of crop diseases as it plays a vital role in terms of rural employment and GDP of the country. The objective of this work is to develop a model which can predict those diseases so that the farmers can take appropriate action. This work can be done using a Convolution Neural Networks model using a dataset with 10 fold cross-validation technique to identify common crop diseases. With this model, we overcome the problem of crop diseases.

Key Words

RNN ML Algorithm, IOT software, Real Time GPS, TensorFlowLite.

Cite This Article

"Blight Diagnosis", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.8, Issue 5, page no.g608-g613, May-2021, Available :http://www.jetir.org/papers/JETIR2105880.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

"Blight Diagnosis", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.8, Issue 5, page no. ppg608-g613, May-2021, Available at : http://www.jetir.org/papers/JETIR2105880.pdf

Publication Details

Published Paper ID: JETIR2105880
Registration ID: 310098
Published In: Volume 8 | Issue 5 | Year May-2021
DOI (Digital Object Identifier):
Page No: g608-g613
Country: Hyderabad, Telangana, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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