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 …

Exploring the potential of precision livestock farming technologies to help address farm animal welfare

J Schillings, R Bennett, DC Rose - Frontiers in Animal Science, 2021 - frontiersin.org
The rise in the demand for animal products due to demographic and dietary changes has
exacerbated difficulties in addressing societal concerns related to the environment, human …

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 …

Sensors, systems and algorithms of 3D reconstruction for smart agriculture and precision farming: A review

S Yu, X Liu, Q Tan, Z Wang, B Zhang - Computers and Electronics in …, 2024 - Elsevier
Perceiving the shape and structure of the real three-dimensional world through sensors and
cameras is indispensable across various domains. The 3D reconstruction technology is …

Improved ResNet-50 deep learning algorithm for identifying chicken gender

D Wu, Y Ying, M Zhou, J Pan, D Cui - Computers and Electronics in …, 2023 - Elsevier
Accurate identification of chicken gender helps farms to optimize breeding sex ratios and
programs. A chicken gender identification method based on an improved ResNet-50 deep …

A detection method for dead caged hens based on improved YOLOv7

J Yang, T Zhang, C Fang, H Zheng, C Ma… - Computers and Electronics …, 2024 - Elsevier
In large-scale laying hen farms, daily inspection of dead hens is a relevant task to monitor
the health of the flock and prevent disease spreading. The current manual inspection …

YOLO-Claw: A fast and accurate method for chicken claw detection

D Wu, Y Ying, M Zhou, J Pan, D Cui - Engineering Applications of Artificial …, 2024 - Elsevier
Reliable chicken claw detection is the technical prerequisite for further intelligent sensing of
the health status and physiological information of their feet in precision livestock farming …

A review on computer vision technology for monitoring poultry Farm—Application, hardware, and software

NSN Abd Aziz, SM Daud, RA Dziyauddin… - IEEE …, 2020 - ieeexplore.ieee.org
The productivity and profitability of poultry farming are crucial to support its affordability
issues in food security. Criteria in productivity measurement, including Feed Conversion …

DHSW-YOLO: A duck flock daily behavior recognition model adaptable to bright and dark conditions

D Xiao, H Wang, Y Liu, W Li, H Li - Computers and Electronics in …, 2024 - Elsevier
Accurate monitoring of animal behavioral rhythms is essential. Currently, it is challenging to
identify the behavior of animals under low-light conditions. In this study, we proposed a deep …

A defencing algorithm based on deep learning improves the detection accuracy of caged chickens

J Yang, T Zhang, C Fang, H Zheng - Computers and Electronics in …, 2023 - Elsevier
Cage farming is the mainstream farming mode in China. Accurate individual identification
and behavioral detection of caged chickens can provide managers with a better …