Publication | Closed Access
Detection and Classification of Groundnut Leaf Diseases using KNN classifier
104
Citations
5
References
2019
Year
EngineeringMachine LearningAgricultural EconomicsDiagnosisPlant PathologyDisease DetectionPlant HealthSupport Vector MachineClassification MethodImage AnalysisData MiningPattern RecognitionGroundnut LeafKnn ClassifierIntelligent ClassificationKnn ClassificationComputer VisionData ClassificationKnn Classifier AlgorithmCrop ProtectionClassificationClassifier System
One of the ultimate key factors besttow less yield is disease attack. The groundnut plant disease such as fungi, soil borne and viruses. In this paper, we are given that software determination to robotically classify and categorize groundnut leaf diseases. This method will improve production of crops. It comprises of number of steps viz. image acquisition, image pre-processing, segmentation, features extraction and classifier using K Nearest Neighbor (KNN). To increase performance of existing algorithm the SVM classifier is replaced with KNN classification. In this paper we categorized only 4 different disease using KNN classifier algorithm.
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