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CROP DISEASE VISUAL IDENTIFICATION USING MACHINE LEARNING

Bakka Rajeev Gandhi Rajeev Gandhi, Jonnakuti Rakesh Babu, Jonnakuti Rakesh Babu

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Abstract

A vital part of human civilization, agricultural biodiversity is necessary to supply humans with food and raw materials. The crop disease is mainly caused by pathogenic organisms such as fungi, bacteria, and nematodes; soil pH,temperature extremes,variations in the amount of moisture and humidity in the air and other factors. Research in crop disease is aimed towards an increase of productivity and quality of food.In this paper an automatic identification and classification of crop diseases using machine learning methods based on Image Processing, Support Vector Machines (SVMs), and Random Forest.Using these techniques, crop disease identification made it possible to get notable accuracies.

Copyright

Copyright © 2024 Bakka Rajeev Gandhi, Jonnakuti Rakesh Babu. This is an open access article distributed under the Creative Commons Attribution License.

Paper Details
Paper ID: IJPREMS41200044850
ISSN: 2321-9653
Publisher: ijprems
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The International Journal of Progressive Research in Engineering, Management and Science is a peer-reviewed, open access journal that publishes original research articles in engineering, management, and applied sciences.

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