Industry 4.0 and precision livestock farming (PLF): an up to date overview across animal productions

S Morrone, C Dimauro, F Gambella, MG Cappai - Sensors, 2022 - mdpi.com
Precision livestock farming (PLF) has spread to various countries worldwide since its
inception in 2003, though it has yet to be widely adopted. Additionally, the advent of Industry …

[HTML][HTML] Internet of Things and Machine Learning techniques in poultry health and welfare management: A systematic literature review

RO Ojo, AO Ajayi, HA Owolabi, LO Oyedele… - … and Electronics in …, 2022 - Elsevier
The advent of digital technologies has brought substantial improvements in various
domains. This article provides a comprehensive review of research emphasizing AI-enabled …

Information perception in modern poultry farming: A review

D Wu, D Cui, M Zhou, Y Ying - Computers and Electronics in Agriculture, 2022 - Elsevier
Poultry farming is an essential industry of animal husbandry, which is developing in the
direction of scale, intelligence and unmanned. Intelligent information perception ideas for …

Lameness detection of dairy cows based on the YOLOv3 deep learning algorithm and a relative step size characteristic vector

D Wu, Q Wu, X Yin, B Jiang, H Wang, D He… - Biosystems …, 2020 - Elsevier
Intelligent lameness detection is important for improving cow welfare. A method based on
YOLOv3 deep learning algorithm and relative step size characteristic vector is proposed to …

A computer vision approach based on deep learning for the detection of dairy cows in free stall barn

P Tassinari, M Bovo, S Benni, S Franzoni… - … and Electronics in …, 2021 - Elsevier
Abstract Precision Livestock Farming relies on several technological approaches to acquire
in the most efficient way precise and up-to-date data concerning individual animals. In dairy …

Does smart farming improve or damage animal welfare? Technology and what animals want

MS Dawkins - Frontiers in Animal Science, 2021 - frontiersin.org
“Smart” or “precision” farming has revolutionized crop agriculture but its application to
livestock farming has raised ethical concerns because of its possible adverse effects on …

Automated techniques for monitoring the behaviour and welfare of broilers and laying hens: towards the goal of precision livestock farming

N Li, Z Ren, D Li, L Zeng - animal, 2020 - cambridge.org
There is increasing public concern about poultry welfare; the quality of animal welfare is
closely related to the quality of livestock products and the health of consumers. Good animal …

A machine vision system for early detection and prediction of sick birds: A broiler chicken model

C Okinda, M Lu, L Liu, I Nyalala, C Muneri, J Wang… - Biosystems …, 2019 - Elsevier
Highlights•Machine vision system developed to non-intrusively monitor broiler chicken.•2D
posture shape descriptors and walk speed were used as the feature variables.•Achieved …

Pose estimation-based lameness recognition in broiler using CNN-LSTM network

A Nasiri, J Yoder, Y Zhao, S Hawkins, M Prado… - … and Electronics in …, 2022 - Elsevier
Poultry behavior is a critical indicator of its health and welfare. Lameness is a clinical
symptom indicating the existence of health problems in poultry. Therefore, lameness …

[HTML][HTML] A review on computer vision systems in monitoring of poultry: A welfare perspective

C Okinda, I Nyalala, T Korohou, C Okinda… - Artificial Intelligence in …, 2020 - Elsevier
Monitoring of poultry welfare-related bio-processes and bio-responses is vital in welfare
assessment and management of welfare-related factors. With the current development in …