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Call for Papers:Vol.11 Issue.4

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Title: :  Image Processing and Fertilizer Spraying for Areca Nut using Machine Learning
PaperId: :  20238
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 3 2023
DUI:    16.0415/IJARIIE-20238
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Mr. Suresh Babu DAMC Engineering College
Mr. Hemanth Reddy SAMC Engineering College
Mr. Kushal RAMC Engineering College
Mr. Dhanush HAMC Engineering College
Mr. Mehaboob JamadarAMC Engineering College

Abstract

Computer Science and Engineering
image processing, machine learning, fertilization spraying, Areca nut, precision agriculture, computer vision, nutrient deficiency, automated system, sustainable agriculture.
This abstract presents a novel approach for enhancing the efficiency and precision of fertilization spraying in the cultivation of Areca nut using machine learning-based image processing techniques. Areca nut, an important cash crop in many tropical regions, requires timely and accurate application of fertilizers to optimize its growth and yield. Conventional fertilization methods often lack precision and may lead to wastage and environmental concerns. To address these challenges, we propose an automated system that integrates image processing and machine learning algorithms to optimize fertilization spraying. The system employs computer vision techniques to analyze highresolution images captured by drones or ground-based cameras. The images are processed to identify key features such as the density and health of Areca nut plants, foliage conditions, and nutrient deficiencies.

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IJARIIE Mr. Suresh Babu D, Mr. Hemanth Reddy S, Mr. Kushal R, Mr. Dhanush H, and Mr. Mehaboob Jamadar. "Image Processing and Fertilizer Spraying for Areca Nut using Machine Learning" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 3 2023 Page 1222-1225
MLA Mr. Suresh Babu D, Mr. Hemanth Reddy S, Mr. Kushal R, Mr. Dhanush H, and Mr. Mehaboob Jamadar. "Image Processing and Fertilizer Spraying for Areca Nut using Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education 9.3(2023) : 1222-1225.
APA Mr. Suresh Babu D, Mr. Hemanth Reddy S, Mr. Kushal R, Mr. Dhanush H, & Mr. Mehaboob Jamadar. (2023). Image Processing and Fertilizer Spraying for Areca Nut using Machine Learning. International Journal Of Advance Research And Innovative Ideas In Education, 9(3), 1222-1225.
Chicago Mr. Suresh Babu D, Mr. Hemanth Reddy S, Mr. Kushal R, Mr. Dhanush H, and Mr. Mehaboob Jamadar. "Image Processing and Fertilizer Spraying for Areca Nut using Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 3 (2023) : 1222-1225.
Oxford Mr. Suresh Babu D, Mr. Hemanth Reddy S, Mr. Kushal R, Mr. Dhanush H, and Mr. Mehaboob Jamadar. 'Image Processing and Fertilizer Spraying for Areca Nut using Machine Learning', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, 2023, p. 1222-1225. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Image_Processing_and_Fertilizer_Spraying_for_Areca_Nut_using_Machine_Learning_ijariie20238.pdf (Accessed : 10 February 2024).
Harvard Mr. Suresh Babu D, Mr. Hemanth Reddy S, Mr. Kushal R, Mr. Dhanush H, and Mr. Mehaboob Jamadar. (2023) 'Image Processing and Fertilizer Spraying for Areca Nut using Machine Learning', International Journal Of Advance Research And Innovative Ideas In Education, 9(3), pp. 1222-1225IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Image_Processing_and_Fertilizer_Spraying_for_Areca_Nut_using_Machine_Learning_ijariie20238.pdf (Accessed : 10 February 2024)
IEEE Mr. Suresh Babu D, Mr. Hemanth Reddy S, Mr. Kushal R, Mr. Dhanush H, and Mr. Mehaboob Jamadar, "Image Processing and Fertilizer Spraying for Areca Nut using Machine Learning," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, pp. 1222-1225, May-Jun 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Image_Processing_and_Fertilizer_Spraying_for_Areca_Nut_using_Machine_Learning_ijariie20238.pdf [Accessed : 10 February 2024].
Turabian Mr. Suresh Babu D, Mr. Hemanth Reddy S, Mr. Kushal R, Mr. Dhanush H, and Mr. Mehaboob Jamadar. "Image Processing and Fertilizer Spraying for Areca Nut using Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 3 (10 February 2024).
Vancouver Mr. Suresh Babu D, Mr. Hemanth Reddy S, Mr. Kushal R, Mr. Dhanush H, and Mr. Mehaboob Jamadar. Image Processing and Fertilizer Spraying for Areca Nut using Machine Learning. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : 10 February 2024]; 9(3) : 1222-1225. Available from: https://ijariie.com/AdminUploadPdf/Image_Processing_and_Fertilizer_Spraying_for_Areca_Nut_using_Machine_Learning_ijariie20238.pdf
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