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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 7 | Month- July 2024
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Published Paper Details:
Paper Title
NEURAL NETWORK BASED PLANT LEAF DISEASE DETECTION
Authors
S.KISHORE KUMAR, Dr.G.MAMATHA
Keywords
Convolutional Neural Networks, Convolution, Pooling, GoogLeNet, Confusion matrix
Abstract
Farmers have large range of diversity for selecting various suitable crops and finding the suitable pesticides for plant. Disease on plant leads to the significant reduction in both the quality and quantity of agricultural products. Earlier detection of problems by Adapting to the latest technologies which provide automated processing through machine learning provides a better way for sustainable farming. It is very difficult to monitor the plant diseases manually. It requires tremendous amount of work, expertize in the plant diseases, and also require the excessive processing time. Hence, image processing is used for the detection of plant diseases. The proposed solution improves the system performance and detect damages on leafs accurately. In this paper mainly focuses on three steps, feature extraction, classification and identifying the disease. The experimental result compared and shows better than other methods
IJCRT's Publication Details
Unique Identification Number - IJCRT2104171
Paper ID - 205668
Page Number(s) - 1349-1358
Pubished in - Volume 9 | Issue 4 | April 2021
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
S.KISHORE KUMAR, Dr.G.MAMATHA, "NEURAL NETWORK BASED PLANT LEAF DISEASE DETECTION", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.9, Issue 4, pp.1349-1358, April 2021, Available at :http://www.ijcrt.org/papers/IJCRT2104171.pdf
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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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