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Agribot- System for Plant Disease Detection and Pesticide Sprinkling

Authors :
Raj Bhosale
Shreya Shetty
Raunak Mane
Sunil R. Patil
Revaa Naik
Reena Lokare
Source :
SSRN Electronic Journal.
Publication Year :
2021
Publisher :
Elsevier BV, 2021.

Abstract

Agriculture plays a vital role in our lives. We are aware of how much time and effort is put into the tasks involved in the field of agriculture hence we came up with a system that serves as a boon to the farmers. Agribot is a machine designed specifically to focus on serving as an aid to the farmers and perform various tasks on the field efficiently. Since farming accounts for one of the major occupations in India, it is essential to automate tasks in this field in order to reduce manpower. This bot takes into account features such as automated disease detection, data of which is sent to the corresponding mobile unit and displayed using an interactive user interface. The bot uses deep learning algorithms like CNN to analyze the disease spread on the plant by taking a picture as a sample of the leaf. In addition to this, the bot also looks over the process of pesticide spraying, hence minimizing health risks and labour work.

Details

ISSN :
15565068
Database :
OpenAIRE
Journal :
SSRN Electronic Journal
Accession number :
edsair.doi...........8d1d35a54a8ae672d1b864ecfa1e7f8b
Full Text :
https://doi.org/10.2139/ssrn.3867160