Bovitrack:Animal behavior monitoring using Machine learning and IoT

Analyzing dairy cattle behavior and anomalies is a critical component of precision livestock farming, allowing farmers to remotely monitor animals for health and behavior. In order to accomplish this task better, the use of IoT technology and machine learning algorithms is more appropriate as per the time. The YOLO (you only look once) object recognition algorithm is more suitable for that, and the use of this algorithm allows these processes to be performed automatically and in real time with high accuracy. YOLO’s ability to recognize multiple objects in images or videos makes Yolo ideal for cattle detection and tracking.

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Publication Details

Published
2025-02-19
DOI
https://doi.org/10.1109/icarc64760.2025.10963308
Primary Topic
Network Security and Intrusion Detection
Type
article
Field-Weighted Citation Impact
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article

Bovitrack:Animal behavior monitoring using Machine learning and IoT

Sumuduni Wijesekara, Anuradha Jayakody, Pipuni Wijesiri, K. D. N. Tharuka et al.
Network Security and Intrusion Detection
article

Bovitrack:Animal behavior monitoring using Machine learning and IoT

Sumuduni Wijesekara, Anuradha Jayakody, Pipuni Wijesiri, K. D. N. Tharuka, S.A.S.I. Fernando, Harsha Viraj
article en

Abstract

Analyzing dairy cattle behavior and anomalies is a critical component of precision livestock farming, allowing farmers to remotely monitor animals for health and behavior. In order to accomplish this task better, the use of IoT technology and machine learning algorithms is more appropriate as per the time. The YOLO (you only look once) object recognition algorithm is more suitable for that, and the use of this algorithm allows these processes to be performed automatically and in real time with high accuracy. YOLO’s ability to recognize multiple objects in images or videos makes Yolo ideal for cattle detection and tracking.

Sri Lanka Institute of Information Technology (LK)
Openalex Percentile: Top 93%
Network Security and Intrusion Detection
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