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Title: :  Disease detection and diagonsis system for Grand Nain and Elaichi Banana plants
PaperId: :  26620
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 11 Issue 3 2025
DUI:    16.0415/IJARIIE-26620
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Chetan S S J M Institute of Technology
Mahesh VS J M Institute of Technology
Sneha BS J M Institute of Technology
Sowmya BS J M Institute of Technology
Bhagyalakshmi KambaliS J M Institute of Technology
Dr. Siddesh K BS J M Institute of Technology

Abstract

ELECTRONICS & COMMUNICATION ENGINEERING
diagnosis, detect, report,grand Nain, elaichi banana
Banana cultivation, particularly of the Grand Nain and Elaichi varieties, is vital to the agricultural economy in many tropical and subtropical regions. However, diseases such as Panama Wilt, Sigatoka, and Bunchy Top Virus pose serious threats to crop yield and quality.This project presents an intelligent disease detection and diagnosis system aimed at early identification and classification of banana plant diseases in Grand Nain and Elaichi cultivars using image processing and machine learning techniques. High-resolution images of banana leaves and pseudostems are captured and analyzed to identify visual symptoms like lesions, discoloration, or deformities. A convolutional neural network (CNN) is developed and optimized using a supervised learning approach on an annotated dataset of diseased and healthy banana plant images to ensure accurate recognition. The system provides real-time diagnostic feedback and disease severity ratings, enabling farmers to take timely and effective treatment measures. This approach enhances precision farming, reduces crop loss, and supports sustainable agriculture practices by minimizing unnecessary pesticide.

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IJARIIE Chetan S , Mahesh V, Sneha B, Sowmya B, Bhagyalakshmi Kambali, and Dr. Siddesh K B. "Disease detection and diagonsis system for Grand Nain and Elaichi Banana plants" International Journal Of Advance Research And Innovative Ideas In Education Volume 11 Issue 3 2025 Page 1454-1459
MLA Chetan S , Mahesh V, Sneha B, Sowmya B, Bhagyalakshmi Kambali, and Dr. Siddesh K B. "Disease detection and diagonsis system for Grand Nain and Elaichi Banana plants." International Journal Of Advance Research And Innovative Ideas In Education 11.3(2025) : 1454-1459.
APA Chetan S , Mahesh V, Sneha B, Sowmya B, Bhagyalakshmi Kambali, & Dr. Siddesh K B. (2025). Disease detection and diagonsis system for Grand Nain and Elaichi Banana plants. International Journal Of Advance Research And Innovative Ideas In Education, 11(3), 1454-1459.
Chicago Chetan S , Mahesh V, Sneha B, Sowmya B, Bhagyalakshmi Kambali, and Dr. Siddesh K B. "Disease detection and diagonsis system for Grand Nain and Elaichi Banana plants." International Journal Of Advance Research And Innovative Ideas In Education 11, no. 3 (2025) : 1454-1459.
Oxford Chetan S , Mahesh V, Sneha B, Sowmya B, Bhagyalakshmi Kambali, and Dr. Siddesh K B. 'Disease detection and diagonsis system for Grand Nain and Elaichi Banana plants', International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 3, 2025, p. 1454-1459. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Disease_detection_and_diagonsis_system_for_Grand_Nain_and_Elaichi_Banana_plants_ijariie26620.pdf (Accessed : ).
Harvard Chetan S , Mahesh V, Sneha B, Sowmya B, Bhagyalakshmi Kambali, and Dr. Siddesh K B. (2025) 'Disease detection and diagonsis system for Grand Nain and Elaichi Banana plants', International Journal Of Advance Research And Innovative Ideas In Education, 11(3), pp. 1454-1459IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Disease_detection_and_diagonsis_system_for_Grand_Nain_and_Elaichi_Banana_plants_ijariie26620.pdf (Accessed : )
IEEE Chetan S , Mahesh V, Sneha B, Sowmya B, Bhagyalakshmi Kambali, and Dr. Siddesh K B, "Disease detection and diagonsis system for Grand Nain and Elaichi Banana plants," International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 3, pp. 1454-1459, May-Jun 2025. [Online]. Available: http://ijariie.com/AdminUploadPdf/Disease_detection_and_diagonsis_system_for_Grand_Nain_and_Elaichi_Banana_plants_ijariie26620.pdf [Accessed : ].
Turabian Chetan S , Mahesh V, Sneha B, Sowmya B, Bhagyalakshmi Kambali, and Dr. Siddesh K B. "Disease detection and diagonsis system for Grand Nain and Elaichi Banana plants." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 11 number 3 ().
Vancouver Chetan S , Mahesh V, Sneha B, Sowmya B, Bhagyalakshmi Kambali, and Dr. Siddesh K B. Disease detection and diagonsis system for Grand Nain and Elaichi Banana plants. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2025 [Cited : ]; 11(3) : 1454-1459. Available from: http://ijariie.com/AdminUploadPdf/Disease_detection_and_diagonsis_system_for_Grand_Nain_and_Elaichi_Banana_plants_ijariie26620.pdf
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