Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Plant disease diagnosis and solution system based on neural networks Subject The topic of the resource Convolutional Neural Network (CNN); Image Processing; MobileNet Description An account of the resource Plant diseases are one of the major factors affecting crop yield. Early identification of these diseases can improve productivity and save money and time for the farmer. This paper presents a novel technique to diagnose plant diseases using a mobile application. A Convolutional Neural Network (CNN) model was built and trained using MobileNetV2 architecture with the help of image processing techniques and transfer learning. A dataset comprising 87,000 images that contain 38 classes of diseases belonging to 14 different crops was used to train the model. The model achieved an accuracy of 98.69% and a loss of 0.5373. A mobile application was built in Android Studio with the help of a trained model. The mobile application built works without a need for a remote server. The application can identify the disease, gives information regarding the identified disease and also suggests necessary remedies to tackle the disease. 2021, Engg Journals Publications. All rights reserved. Creator An entity primarily responsible for making the resource Megha Chandra Reddy N.V.; Ashish Reddy K.; Sushanth G.; Sujatha S. Source A related resource from which the described resource is derived Indian Journal of Computer Science and Engineering, Vol-12, No. 4, pp. 1084-1092. Publisher An entity responsible for making the resource available Engg Journals Publications Date A point or period of time associated with an event in the lifecycle of the resource 2021-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.21817/indjcse/2021/v12i4/211204226" target="_blank" rel="noreferrer noopener">https://doi.org/10.21817/indjcse/2021/v12i4/211204226</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85119658973&amp;doi=10.21817%2Findjcse%2F2021%2Fv12i4%2F211204226&amp;partnerID=40&amp;md5=0d91ba4781d9fcfc1e7e44374406bf5f" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85119658973&amp;doi=10.21817%2findjcse%2f2021%2fv12i4%2f211204226&amp;partnerID=40&amp;md5=0d91ba4781d9fcfc1e7e44374406bf5f</a> Rights Information about rights held in and over the resource All Open Access; Gold Open Access Relation A related resource ISSN: 9765166 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Megha Chandra Reddy N.V., Department of Electronics and Communication Engineering, School of Engineering, CHRIST University, Bangalore, Karnataka, India; Ashish Reddy K., Department of Electronics and Communication Engineering, School of Engineering, CHRIST University, Bangalore, Karnataka, India; Sushanth G., Department of Electronics and Communication Engineering, School of Engineering, CHRIST University, Bangalore, Karnataka, India; Sujatha S., Department of Electronics and Communication Engineering, School of Engineering, CHRIST University, Bangalore, Karnataka, India