Plant Disease Detection using Image Processing Techniques
DOI:
https://doi.org/10.32628/CSEIT206260Keywords:
Image Processing, Feature Extraction. Convolutional Neural Network, Disease.Abstract
The Indian economy is highly dependent on Agriculture productivity. Having diseases in plants are natural, so disease detection in plant plays an important role in agriculture field. If proper care is not taken, then it causes very serious effects on plants, so that respective product quality and product quantity is affected. Plant disease detection using automatic technique is very useful because it reduces a large work of monitoring in big farms. At very early stage itself it detects the symptoms of diseases when they appear on plant leaves. This project focuses on an approach based on image processing techniques to detect the disease of plants.
References
- Mrs. K. Prema and Dr. M. J. Carmel Mary Belinda, 'Smart Farming: IOT based Plant Leaf Disease Detection and Prediction using Deep Neural Network with Image Processing 'International Journal of Innovative Technology and Exploring Engineering ISSN: 2278-3075, Volume-8 issue-9, July, 2019.
- Mr. Ashish Nage and Prof. V.R. Raut, 2019. 'Detection and Identification of Plant Leaf Diseases based on Python' International Journal of Engineering Research and Technology ISSN: 2278-0181 IJERTV 8IS050180 Vol. 8 Issue 05, May-2019
- Uday Pratap Singh, Siddharth Singh Chouhan, Sukirty Jain and Sanjeev Jain, 'Multilayer Convolutional Neural Network for the Classification of Mango Leaves Infected by Anthracnose disease' IEEE Access ISSN: 2169-3536, Volume 7, 2019.
- T.Thamil Azhagi, K.Swetha, M.Shravani1 & A.T.Madhavi,'PLANT PATHOLOGY DETECTION AND CONTROL USING RASPBERRY PI' International Journal of Engineering sciences and Research ISSN: 2277- 9655 Impact Factor: 5.164 March, 2018.
- Saradhambal.G , Dhivya.R, Latha.S, Rajesh, 'Plant Disease Detection and its Isolation Using Image Classification' Department of CSE, IFET College of Engineering and Technology, Villupuram, India,2018.
- Jithesh P. Shah, harshadkumar B. Prajapati, Vipul K. Dabhi, 'A Survey On Detection And Classification Of Rice Plant Diseases' 2016 IEEE.
- Sachin D. Khirade, A. B. Patil,' Plant Disease Detection Using Image Processing'2015 IEEE.
- Vijai Singh, Varsha, Prof. A K Misra,' Detection of unhealthy region of plant leaves using Image Processing and Genetic Algorithm' 2015 IEEE
- P.Revathi, M.Hemalatha, 'Classification of Cotton Leaf Spot Diseases Using Image Processing Edge Detection Techniques' ISBN, pp 169-173, 2012 IEEE.
- Annand H. Kulkarni, Ashwin Patil R. K., 'Applying image processing technique to detect plant diseases', International Journal of Modern Engineering Research, 2012 vol.2, Issue.5, pp: 3661-3664.
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