Portable semi-autonomous robot for agricultural insect pest recognition and elimination

The agricultural sector is an important factor in society. The crops and livestock that can be harvested every year are the necessary materials needed for survival. The harvesting of crops could be a tedious task especially if not well maintained. Chances of missing a pest can be very high risking t...

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Main Authors: Aguila, John Dominic B., Go, Gian Kendrick T., Ong, Carl Nixon D., Orsos, Marc Lance J., Que-Unsu, Bryan Kenneth Q.
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Language:English
Published: Animo Repository 2023
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Online Access:https://animorepository.dlsu.edu.ph/etdb_ece/35
https://animorepository.dlsu.edu.ph/context/etdb_ece/article/1032/viewcontent/Portable2_Semi_Autonomous_Robot_for_Agricultural_Insect_Pest_Recog.pdf
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Institution: De La Salle University
Language: English
id oai:animorepository.dlsu.edu.ph:etdb_ece-1032
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spelling oai:animorepository.dlsu.edu.ph:etdb_ece-10322023-10-02T01:45:14Z Portable semi-autonomous robot for agricultural insect pest recognition and elimination Aguila, John Dominic B. Go, Gian Kendrick T. Ong, Carl Nixon D. Orsos, Marc Lance J. Que-Unsu, Bryan Kenneth Q. The agricultural sector is an important factor in society. The crops and livestock that can be harvested every year are the necessary materials needed for survival. The harvesting of crops could be a tedious task especially if not well maintained. Chances of missing a pest can be very high risking the crop itself. This project aims to ease the farmers when it comes to their tasks by introducing autonomy by creating a prototype that can move semi - autonomously and detect pests using computer vision. Using Jetson Nano, Arduino Mega, and Arduino Uno, and camera vision to recognize pests using YOLOv5, the system will be integrated to produce a system that can recognize, classify, and eliminate pests. A graphical user interface was developed to manually control the system and allow it to run autonomously. 2023-04-12T07:00:00Z text application/pdf https://animorepository.dlsu.edu.ph/etdb_ece/35 https://animorepository.dlsu.edu.ph/context/etdb_ece/article/1032/viewcontent/Portable2_Semi_Autonomous_Robot_for_Agricultural_Insect_Pest_Recog.pdf Electronics And Communications Engineering Bachelor's Theses English Animo Repository Agricultural pests—Control Agricultural innovation Robots, Industrial Computer vision Electrical and Computer Engineering
institution De La Salle University
building De La Salle University Library
continent Asia
country Philippines
Philippines
content_provider De La Salle University Library
collection DLSU Institutional Repository
language English
topic Agricultural pests—Control
Agricultural innovation
Robots, Industrial
Computer vision
Electrical and Computer Engineering
spellingShingle Agricultural pests—Control
Agricultural innovation
Robots, Industrial
Computer vision
Electrical and Computer Engineering
Aguila, John Dominic B.
Go, Gian Kendrick T.
Ong, Carl Nixon D.
Orsos, Marc Lance J.
Que-Unsu, Bryan Kenneth Q.
Portable semi-autonomous robot for agricultural insect pest recognition and elimination
description The agricultural sector is an important factor in society. The crops and livestock that can be harvested every year are the necessary materials needed for survival. The harvesting of crops could be a tedious task especially if not well maintained. Chances of missing a pest can be very high risking the crop itself. This project aims to ease the farmers when it comes to their tasks by introducing autonomy by creating a prototype that can move semi - autonomously and detect pests using computer vision. Using Jetson Nano, Arduino Mega, and Arduino Uno, and camera vision to recognize pests using YOLOv5, the system will be integrated to produce a system that can recognize, classify, and eliminate pests. A graphical user interface was developed to manually control the system and allow it to run autonomously.
format text
author Aguila, John Dominic B.
Go, Gian Kendrick T.
Ong, Carl Nixon D.
Orsos, Marc Lance J.
Que-Unsu, Bryan Kenneth Q.
author_facet Aguila, John Dominic B.
Go, Gian Kendrick T.
Ong, Carl Nixon D.
Orsos, Marc Lance J.
Que-Unsu, Bryan Kenneth Q.
author_sort Aguila, John Dominic B.
title Portable semi-autonomous robot for agricultural insect pest recognition and elimination
title_short Portable semi-autonomous robot for agricultural insect pest recognition and elimination
title_full Portable semi-autonomous robot for agricultural insect pest recognition and elimination
title_fullStr Portable semi-autonomous robot for agricultural insect pest recognition and elimination
title_full_unstemmed Portable semi-autonomous robot for agricultural insect pest recognition and elimination
title_sort portable semi-autonomous robot for agricultural insect pest recognition and elimination
publisher Animo Repository
publishDate 2023
url https://animorepository.dlsu.edu.ph/etdb_ece/35
https://animorepository.dlsu.edu.ph/context/etdb_ece/article/1032/viewcontent/Portable2_Semi_Autonomous_Robot_for_Agricultural_Insect_Pest_Recog.pdf
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