A SMART FARM MANAGEMENT APPLICATION USING YOLOv11

As agriculture modernizes, integrating artificial intelligence (AI), image processing, and object recognition into farm management systems has become essential, especially in livestock farming, where traditional methods fall short. This paper introduces a smart farm application using the YOLOv11 mod...

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Những tác giả chính:	Dang Thi Quynh Nhu, Dau Thi Tieu Diep, Phan Thanh Thao Quyen, Nguyễn, Hữu Khánh, Dương, Bảo Ninh, Nguyễn, Thị Lương
Formáid:	Conference paper
Teanga:	Vietnamese
Foilsithe:	2025
Ábhair:	farm monitoring support, YOLO, smart farm management, intelligent statistics, high-tech agriculture, digital transformation.
Rochtain Ar Líne:	https://scholar.dlu.edu.vn/handle/123456789/4938
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Thư viện lưu trữ:	Thư viện Trường Đại học Đà Lạt

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record_format	dspace
spelling	oai:scholar.dlu.edu.vn:123456789-49382025-07-11T14:11:41Z A SMART FARM MANAGEMENT APPLICATION USING YOLOv11 Dang Thi Quynh Nhu Dau Thi Tieu Diep Phan Thanh Thao Quyen Nguyễn, Hữu Khánh Dương, Bảo Ninh Nguyễn, Thị Lương farm monitoring support, YOLO, smart farm management, intelligent statistics, high-tech agriculture, digital transformation. As agriculture modernizes, integrating artificial intelligence (AI), image processing, and object recognition into farm management systems has become essential, especially in livestock farming, where traditional methods fall short. This paper introduces a smart farm application using the YOLOv11 model for real-time object detection to enhance livestock monitoring and control. The system, built with Python (backend), ReactJS (frontend), NodeJS, and Capacitor for mobile deployment, detects anomalies such as abnormal animal behavior or unauthorized access. It tracks individual animals' data and supports resource planning, disease monitoring, and intelligent reporting. Designed for small to medium-sized farms, the application improves productivity, security, and sustainability by aligning with the digital transformation of agriculture. 2025-07-11T14:11:31Z 2025-07-11T14:11:31Z 2025 Conference paper Bài báo đăng trên KYHT trong nước (có ISBN) https://scholar.dlu.edu.vn/handle/123456789/4938 vi ICT2025
institution	Thư viện Trường Đại học Đà Lạt
collection	Thư viện số
language	Vietnamese
topic	farm monitoring support, YOLO, smart farm management, intelligent statistics, high-tech agriculture, digital transformation.
spellingShingle	farm monitoring support, YOLO, smart farm management, intelligent statistics, high-tech agriculture, digital transformation. Dang Thi Quynh Nhu Dau Thi Tieu Diep Phan Thanh Thao Quyen Nguyễn, Hữu Khánh Dương, Bảo Ninh Nguyễn, Thị Lương A SMART FARM MANAGEMENT APPLICATION USING YOLOv11
description	As agriculture modernizes, integrating artificial intelligence (AI), image processing, and object recognition into farm management systems has become essential, especially in livestock farming, where traditional methods fall short. This paper introduces a smart farm application using the YOLOv11 model for real-time object detection to enhance livestock monitoring and control. The system, built with Python (backend), ReactJS (frontend), NodeJS, and Capacitor for mobile deployment, detects anomalies such as abnormal animal behavior or unauthorized access. It tracks individual animals' data and supports resource planning, disease monitoring, and intelligent reporting. Designed for small to medium-sized farms, the application improves productivity, security, and sustainability by aligning with the digital transformation of agriculture.
format	Conference paper
author	Dang Thi Quynh Nhu Dau Thi Tieu Diep Phan Thanh Thao Quyen Nguyễn, Hữu Khánh Dương, Bảo Ninh Nguyễn, Thị Lương
author_facet	Dang Thi Quynh Nhu Dau Thi Tieu Diep Phan Thanh Thao Quyen Nguyễn, Hữu Khánh Dương, Bảo Ninh Nguyễn, Thị Lương
author_sort	Dang Thi Quynh Nhu
title	A SMART FARM MANAGEMENT APPLICATION USING YOLOv11
title_short	A SMART FARM MANAGEMENT APPLICATION USING YOLOv11
title_full	A SMART FARM MANAGEMENT APPLICATION USING YOLOv11
title_fullStr	A SMART FARM MANAGEMENT APPLICATION USING YOLOv11
title_full_unstemmed	A SMART FARM MANAGEMENT APPLICATION USING YOLOv11
title_sort	smart farm management application using yolov11
publishDate	2025
url	https://scholar.dlu.edu.vn/handle/123456789/4938
_version_	1845408514800877568

A SMART FARM MANAGEMENT APPLICATION USING YOLOv11

Míreanna Comhchosúla