ITM Web of Conferences · 2022 · 65 citations · 11 references
AgricultureCrop SciencesPlant PathologyPlant Disease DiagnosisPlant VirologyViral Plant PathologyAgricultural Machine VisionBacterial Plant PathogensBlight DiseasesDisease DetectionDisease DiagnosisPlant Virus DetectionEarly BlightLate Blight DiseasePlant DetectionPlant Pathogen Detection
Plants and crops that are infected by pests have an impact on the country's agricultural production. Usually, farmers or professionals keep a close eye on the plants in order to discover and identify diseases. However, this procedure is frequently time-consuming, costly, and imprecise. Plant disease detection can be done by looking for a spot on the diseased plant's leaves. The goal of this paper is to create a Disease Recognition Model that is supported by leaf image classification. To detect plant diseases, we are utilizing image processing with a Convolution neural network (CNN). A convolutional neural network (CNN) is a form of artificial neural network that is specifically intended to process pixel input and is used in image recognition.
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Robert E. Marra, S. M. Douglas, Chris T. Maier · 2005 · 1.8K citations
A Robust Deep-Learning-Based Detector for Real-Time Tomato Plant Diseases and Pests Recognition
Alvaro Fuentes, Sook Yoon, Sang Ryong Kim et al. · Sensors · 2017 · 1.5K citations · Full text
Plant Disease Detection Using Image Processing
Sachin D. Khirade, Ajit Patil · 2015 · 739 citations
Deep Learning for Image-Based Cassava Disease Detection
Frontiers in Plant Science · 2017 · 680 citations · Full text