Classification of Plant Leaf Disease Using Machine Learning & Pre-Processing Techniques |
Author(s): |
Sakshi Surywanshi |
Keywords: |
Plant Leaf Diseases Detection, Classification,Image Pre-processing, Segmentation, K Means clustering |
Abstract |
Agriculture is the backbone of the Indian economy. In India itself, around 65% of the population is based on agriculture. Due to changes in weather & local conditions, the crops get infected & they get infected by various diseases which results in the bad condition of the crops. Common effects on plants include a detectable change in color, size, or function of the plant. The black spot is a fungal disease that causes a black round spot that forms on the upper layer of leaves, Blight can rapidly spread the infection, The canker spot is usually surrounded by yellow halo/spot & they can be seen on both the upper & lower sides. we are presenting the counterfeit insights based on programmed plant leaf illness location and classification for the fast and simple location of malady and after that classifying it and performing required cures to remedy that infection. This approach is the line with our goal of increasing crop efficiency in horticulture. |
Other Details |
Paper ID: IJSARTV Published in: Volume : 9, Issue : 3 Publication Date: 3/22/2023 |
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