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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 5 | Month- May 2024
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Paper Title
PLANT LEAF DISEASE USING MACHINE LEARNING ALGORITHM
Authors
Samiksha Arjun Surywanshi, Shivani gandhale, Nutan navnathrao deshmukh, Dipali santosh pandit, Prof. Chhaya Nayak
Keywords
Leaf disease detection, Image segmentation, masking, feature extraction, gradient boosting classification
Abstract
Every country is having its economic source. The Indian economy depends on agricultural productivity. This technique is used to improve the performance of existing technology or to develop and design new technology for the growth of plants. The proposed agenda consists of four parts. They are Image preprocessing, Segmentation of the leaf, feature extraction, and classification of diseases. The first disease region is found using the segmentation technique, then both color and texture features are extracted. Finally, the classification technique is used to detect the type of leaf disease. The proposed system can effectively detect and categorize the examined disease with an accuracy of 80.05%.
IJCRT's Publication Details
Unique Identification Number - IJCRTI020041
Paper ID - 211574
Page Number(s) - 201-205
Pubished in - Volume 9 | Issue 11 | November 2021
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Samiksha Arjun Surywanshi, Shivani gandhale, Nutan navnathrao deshmukh, Dipali santosh pandit, Prof. Chhaya Nayak, "PLANT LEAF DISEASE USING MACHINE LEARNING ALGORITHM", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.9, Issue 11, pp.201-205, November 2021, Available at :http://www.ijcrt.org/papers/IJCRTI020041.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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