A Machine Learning Technique for Identification of Plant Diseases in Leaves
Deepa, N Rashmi, C. M. Shetty
Abstract
Plant diseases are the common reason for low yield and reduced income to the farmers. Currently, researchers are trying their best to find a mechanism that automatically detects the plant diseases. Accurate identification of plant diseases may help in finding a remedy at the earliest to control the loss. This paper attempts to develop a novel approach by using machine-learning techniques to predict the plant diseases. Experimental results show that the plant diseases can be accurately classified.
Topics & Concepts
Identification (biology)Computer sciencePlant identificationMachine learningMechanism (biology)Artificial intelligencePlant speciesBiologyBotanyEpistemologyPhilosophySmart Agriculture and AISpectroscopy and Chemometric AnalysesLeaf Properties and Growth Measurement