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Call for Papers:Vol.12 Issue.3

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Title: :  A SURVEY ON MACHINE LEARNING-BASED DETECTION OF POTATO PLANT DISEASE
PaperId: :  23172
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 2 2024
DUI:    16.0415/IJARIIE-23172
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Aditya Pal BMS Institute of Technology and Management Bangalore, Karnataka,India
Prof Chethana C BMS Institute of Technology and Management Bangalore, Karnataka,India
Innamuri sreelasya BMS Institute of Technology and Management Bangalore, Karnataka,India
Chandana G R BMS Institute of Technology and Management Bangalore, Karnataka,India
Aditya Gour BMS Institute of Technology and Management Bangalore, Karnataka,India

Abstract

Computer Engineering
Convolution Neural Network, Potato plant, machine learning, Disease detection
Agriculture is the backbone of our nation. A significant portion of the Indian economy, accounting for 17% of the nation's GDP, is employed in agriculture, where 58% of the population works. One of the most extensively consumed crops, potatoes are affected by a wide range of illnesses. There are obvious diseases present in the leaf area of this plant. Farmers now have less work to do since deep learning models have produced technologies that boost agricultural output rates and lower plant disease infestation. The diseases of potato plants, including Early Blight (EB) and Late Blight (LB), are covered in detail in this paper, with an emphasis on the many machine-learning models used to treat these problems. The results of this investigation confirm that Convolutional Neural Networks (CNN) are more accurate in identifying diseases than any other alternative methods for detection.

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IJARIIE Aditya Pal, Prof Chethana C, Innamuri sreelasya, Chandana G R, and Aditya Gour. "A SURVEY ON MACHINE LEARNING-BASED DETECTION OF POTATO PLANT DISEASE" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 2 2024 Page 3209-3217
MLA Aditya Pal, Prof Chethana C, Innamuri sreelasya, Chandana G R, and Aditya Gour. "A SURVEY ON MACHINE LEARNING-BASED DETECTION OF POTATO PLANT DISEASE." International Journal Of Advance Research And Innovative Ideas In Education 10.2(2024) : 3209-3217.
APA Aditya Pal, Prof Chethana C, Innamuri sreelasya, Chandana G R, & Aditya Gour. (2024). A SURVEY ON MACHINE LEARNING-BASED DETECTION OF POTATO PLANT DISEASE. International Journal Of Advance Research And Innovative Ideas In Education, 10(2), 3209-3217.
Chicago Aditya Pal, Prof Chethana C, Innamuri sreelasya, Chandana G R, and Aditya Gour. "A SURVEY ON MACHINE LEARNING-BASED DETECTION OF POTATO PLANT DISEASE." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 2 (2024) : 3209-3217.
Oxford Aditya Pal, Prof Chethana C, Innamuri sreelasya, Chandana G R, and Aditya Gour. 'A SURVEY ON MACHINE LEARNING-BASED DETECTION OF POTATO PLANT DISEASE', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, 2024, p. 3209-3217. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/A_SURVEY_ON_MACHINE_LEARNING_BASED_DETECTION_OF_POTATO_PLANT_DISEASE_ijariie23172.pdf (Accessed : ).
Harvard Aditya Pal, Prof Chethana C, Innamuri sreelasya, Chandana G R, and Aditya Gour. (2024) 'A SURVEY ON MACHINE LEARNING-BASED DETECTION OF POTATO PLANT DISEASE', International Journal Of Advance Research And Innovative Ideas In Education, 10(2), pp. 3209-3217IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/A_SURVEY_ON_MACHINE_LEARNING_BASED_DETECTION_OF_POTATO_PLANT_DISEASE_ijariie23172.pdf (Accessed : )
IEEE Aditya Pal, Prof Chethana C, Innamuri sreelasya, Chandana G R, and Aditya Gour, "A SURVEY ON MACHINE LEARNING-BASED DETECTION OF POTATO PLANT DISEASE," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, pp. 3209-3217, Mar-App 2024. [Online]. Available: http://ijariie.com/AdminUploadPdf/A_SURVEY_ON_MACHINE_LEARNING_BASED_DETECTION_OF_POTATO_PLANT_DISEASE_ijariie23172.pdf [Accessed : ].
Turabian Aditya Pal, Prof Chethana C, Innamuri sreelasya, Chandana G R, and Aditya Gour. "A SURVEY ON MACHINE LEARNING-BASED DETECTION OF POTATO PLANT DISEASE." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 2 ().
Vancouver Aditya Pal, Prof Chethana C, Innamuri sreelasya, Chandana G R, and Aditya Gour. A SURVEY ON MACHINE LEARNING-BASED DETECTION OF POTATO PLANT DISEASE. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(2) : 3209-3217. Available from: http://ijariie.com/AdminUploadPdf/A_SURVEY_ON_MACHINE_LEARNING_BASED_DETECTION_OF_POTATO_PLANT_DISEASE_ijariie23172.pdf
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