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Title: :  Hybrid Approach for Multi-Crop Disease Detection for Enhanced Crop Health and Yield
PaperId: :  27709
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 11 Issue 6 2025
DUI:    16.0415/IJARIIE-27709
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Prof. LAVAKUMAR T BSJM Institute of Technology
AYESHA BANUSJM Institute of Technology
NAJMA BANUSJM Institute of Technology
REHANA BANUSJM Institute of Technology
SHREYA H ESJM Institute of Technology

Abstract

Electronics and Communication Engineering
La, Ay, Na, Re, Sh
This project introduces an AI-powered agricultural robot designed for automated plant disease detection and treatment. The system integrates STM32 microcontroller based robotic movement, computer vision, and deep learning algorithms to identify diseases in crops with high accuracy. A Python-based application processes real-time images captured by the robot, while wireless communication (Wi-Fi/BLE) enables seamless coordination between the laptop and the robotic system. Upon disease detection, the AgriBot precisely applies pesticides, reducing chemical usage by 40-50%. This solution enhances farming efficiency, minimizes crop losses, and promotes sustainable agriculture.

Citations

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IJARIIE Prof. LAVAKUMAR T B, AYESHA BANU, NAJMA BANU, REHANA BANU, and SHREYA H E. "Hybrid Approach for Multi-Crop Disease Detection for Enhanced Crop Health and Yield" International Journal Of Advance Research And Innovative Ideas In Education Volume 11 Issue 6 2025 Page 835-842
MLA Prof. LAVAKUMAR T B, AYESHA BANU, NAJMA BANU, REHANA BANU, and SHREYA H E. "Hybrid Approach for Multi-Crop Disease Detection for Enhanced Crop Health and Yield." International Journal Of Advance Research And Innovative Ideas In Education 11.6(2025) : 835-842.
APA Prof. LAVAKUMAR T B, AYESHA BANU, NAJMA BANU, REHANA BANU, & SHREYA H E. (2025). Hybrid Approach for Multi-Crop Disease Detection for Enhanced Crop Health and Yield. International Journal Of Advance Research And Innovative Ideas In Education, 11(6), 835-842.
Chicago Prof. LAVAKUMAR T B, AYESHA BANU, NAJMA BANU, REHANA BANU, and SHREYA H E. "Hybrid Approach for Multi-Crop Disease Detection for Enhanced Crop Health and Yield." International Journal Of Advance Research And Innovative Ideas In Education 11, no. 6 (2025) : 835-842.
Oxford Prof. LAVAKUMAR T B, AYESHA BANU, NAJMA BANU, REHANA BANU, and SHREYA H E. 'Hybrid Approach for Multi-Crop Disease Detection for Enhanced Crop Health and Yield', International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 6, 2025, p. 835-842. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Hybrid_Approach_for_Multi_Crop_Disease_Detection_for_Enhanced_Crop_Health_and_Yield_ijariie27709.pdf (Accessed : ).
Harvard Prof. LAVAKUMAR T B, AYESHA BANU, NAJMA BANU, REHANA BANU, and SHREYA H E. (2025) 'Hybrid Approach for Multi-Crop Disease Detection for Enhanced Crop Health and Yield', International Journal Of Advance Research And Innovative Ideas In Education, 11(6), pp. 835-842IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Hybrid_Approach_for_Multi_Crop_Disease_Detection_for_Enhanced_Crop_Health_and_Yield_ijariie27709.pdf (Accessed : )
IEEE Prof. LAVAKUMAR T B, AYESHA BANU, NAJMA BANU, REHANA BANU, and SHREYA H E, "Hybrid Approach for Multi-Crop Disease Detection for Enhanced Crop Health and Yield," International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 6, pp. 835-842, Nov-Dec 2025. [Online]. Available: https://ijariie.com/AdminUploadPdf/Hybrid_Approach_for_Multi_Crop_Disease_Detection_for_Enhanced_Crop_Health_and_Yield_ijariie27709.pdf [Accessed : ].
Turabian Prof. LAVAKUMAR T B, AYESHA BANU, NAJMA BANU, REHANA BANU, and SHREYA H E. "Hybrid Approach for Multi-Crop Disease Detection for Enhanced Crop Health and Yield." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 11 number 6 ().
Vancouver Prof. LAVAKUMAR T B, AYESHA BANU, NAJMA BANU, REHANA BANU, and SHREYA H E. Hybrid Approach for Multi-Crop Disease Detection for Enhanced Crop Health and Yield. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2025 [Cited : ]; 11(6) : 835-842. Available from: https://ijariie.com/AdminUploadPdf/Hybrid_Approach_for_Multi_Crop_Disease_Detection_for_Enhanced_Crop_Health_and_Yield_ijariie27709.pdf
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