Image processing and Pattern Recognition based Plant Leaf diseases Identification and Classification

The relationship between plants and folks are long-lasting and continuous one as we know plants are having major priority plants play an awfully necessary role in our lives. We tend to relay on plants for food, medicines, soaps, furniture, textiles, etc., therefore it’s terribly crucial for us to ea...

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Veröffentlicht in:Journal of physics. Conference series 2021-02, Vol.1804 (1), p.12160
Hauptverfasser: Gayatri, Kowju, Kanti, R. Divya, Sekhar Rao Rayavarapu, V. Ch, Sridhar, B., Rama Gowri Bobbili, V.
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Sprache:eng
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Zusammenfassung:The relationship between plants and folks are long-lasting and continuous one as we know plants are having major priority plants play an awfully necessary role in our lives. We tend to relay on plants for food, medicines, soaps, furniture, textiles, etc., therefore it’s terribly crucial for us to early observe various styles of diseases in plants to induce higher yielding. Identification of those plant diseases by Oculus technique is incredibly troublesome and time overwhelming. If identification is inaccurate then there would be a large loss in crops and economical worth of market. Therefore, to resolve these issues and to induce higher returns, we are able to use Image process techniques Laptop assisted technology continually provides higher accuracy than the manual work. Therefore, during this research, we tend to perform segmentation using k-means clustering and classification of diseases using Support Vector Machine classifier.
ISSN:1742-6588
1742-6596
DOI:10.1088/1742-6596/1804/1/012160