Image Processing and Fertilizer Spraying for Areca Nut using Machine Learning

Mr. Suresh Babu D; Mr. Hemanth Reddy S; Mr. Kushal R; Mr. Dhanush H; Mr. Mehaboob Jamadar

Image Processing and Fertilizer Spraying for Areca Nut using Machine Learning

May 2023

Vol-9, Issue-3

Paper ID: 20238

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Science and Engineering

Keywords

image processing machine learning fertilization spraying Areca nut precision agriculture computer vision nutrient deficiency automated system sustainable agriculture.

Abstract

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.

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	Mr. Suresh Babu D	AMC Engineering College
2	Mr. Hemanth Reddy S	AMC Engineering College
3	Mr. Kushal R	AMC Engineering College
4	Mr. Dhanush H	AMC Engineering College
5	Mr. Mehaboob Jamadar	AMC Engineering College

How to Cite

Use the following formats to cite this article in your research.

APA Style

D, Mr. Suresh Babu, S, Mr. Hemanth Reddy, R, Mr. Kushal, H, Mr. Dhanush, & Jamadar, Mr. Mehaboob (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.

MLA Style

D, Mr. Suresh Babu, et al. "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, pp. 1222-1225.

IEEE Style

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, 2023.

Vancouver Style

D Mr. Suresh Babu, S Mr. Hemanth Reddy, R Mr. Kushal, H Mr. Dhanush, Jamadar Mr. Mehaboob. Image Processing and Fertilizer Spraying for Areca Nut using Machine Learning. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(3):1222-1225.

Harvard Style

D, Mr. Suresh Babu, S, Mr. Hemanth Reddy, R, Mr. Kushal, H, Mr. Dhanush, & Jamadar, Mr. Mehaboob (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. 1222-1225.

Chicago Style

D, Mr. Suresh Babu, et al. "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.

Turabian Style

D, Mr. Suresh Babu, et al. "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.