Predicting livestock behaviour using accelerometers: A systematic review of processing techniques for ruminant behaviour prediction from raw accelerometer data
Precision Technologies are emerging in the context of livestock farming to improve
management practices and the health and welfare of livestock through monitoring individual …
management practices and the health and welfare of livestock through monitoring individual …
Intelligent perception-based cattle lameness detection and behaviour recognition: A review
Simple Summary Cattle lameness detection as well as behaviour recognition are the two
main objectives in the applications of precision livestock farming (PLF). Over the last five …
main objectives in the applications of precision livestock farming (PLF). Over the last five …
Advancements in sensor technology and decision support intelligent tools to assist smart livestock farming
LO Tedeschi, PL Greenwood… - Journal of Animal …, 2021 - academic.oup.com
Remote monitoring, modern data collection through sensors, rapid data transfer, and vast
data storage through the Internet of Things (IoT) have advanced precision livestock farming …
data storage through the Internet of Things (IoT) have advanced precision livestock farming …
Deep learning-based hierarchical cattle behavior recognition with spatio-temporal information
A Fuentes, S Yoon, J Park, DS Park - Computers and Electronics in …, 2020 - Elsevier
Behavior is an important indicator for understanding the well-being of animals. This process
has been frequently carried out by observing video records to detect changes with statistical …
has been frequently carried out by observing video records to detect changes with statistical …
Using a CNN-LSTM for basic behaviors detection of a single dairy cow in a complex environment
D Wu, Y Wang, M Han, L Song, Y Shang… - … and Electronics in …, 2021 - Elsevier
The basic behaviors of dairy cows (drinking, ruminating, walking, standing and lying) are
closely related to their physiological health status. Consequently, intelligent behavior …
closely related to their physiological health status. Consequently, intelligent behavior …
Deep transfer learning in sheep activity recognition using accelerometer data
Abstract Machine learning and sensor devices lined up with agriculture for the development
of systems can efficiently provide real-time knowledge on animal behavior without the need …
of systems can efficiently provide real-time knowledge on animal behavior without the need …
Behaviour classification of extensively grazed sheep using machine learning
ES Fogarty, DL Swain, GM Cronin, LE Moraes… - … and Electronics in …, 2020 - Elsevier
The application of accelerometer sensors for automated animal behaviour monitoring is
becoming increasingly common. Despite the rapid growth of research in this area, there is …
becoming increasingly common. Despite the rapid growth of research in this area, there is …
SmartHerd management: A microservices‐based fog computing–assisted IoT platform towards data‐driven smart dairy farming
Summary Internet of Things (IoT), fog computing, cloud computing, and data‐driven
techniques together offer a great opportunity for verticals such as dairy industry to increase …
techniques together offer a great opportunity for verticals such as dairy industry to increase …
Near-infrared imaging to quantify the feeding behavior of fish in aquaculture
In aquaculture, fish feeding behavior under culture conditions holds important information for
the aquaculturist. In this study, near-infrared imaging was used to observe feeding …
the aquaculturist. In this study, near-infrared imaging was used to observe feeding …
[PDF][PDF] Deteksi dan Pengenalan Objek Dengan Model Machine Learning: Model Yolo
Ranah pengenalan dan pendeteksian objek telah diminati oleh banyak pihak sejak
ditemukannya Computer Vision pada 1960-an, baik di bidang industri maupun medis. Sejak …
ditemukannya Computer Vision pada 1960-an, baik di bidang industri maupun medis. Sejak …