Artificial intelligence in animal farming: A systematic literature review

J Bao, Q Xie - Journal of Cleaner Production, 2022 - Elsevier
Some scientific researches have been conducted recently based on Artificial Intelligence
(AI) to solve animal welfare and health related problems. However, no review study was …

[HTML][HTML] Digital livestock farming

S Neethirajan, B Kemp - Sensing and Bio-Sensing Research, 2021 - Elsevier
As the global human population increases, livestock agriculture must adapt to provide more
livestock products and with improved efficiency while also addressing concerns about …

[HTML][HTML] The role of sensors, big data and machine learning in modern animal farming

S Neethirajan - Sensing and Bio-Sensing Research, 2020 - Elsevier
Ever since man began domesticating animals several thousand years ago, we have always
relied on our intuition, collective knowledge, and sensory signals to make effective animal …

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 …

Behaviour recognition of pigs and cattle: Journey from computer vision to deep learning

C Chen, W Zhu, T Norton - Computers and Electronics in Agriculture, 2021 - Elsevier
The increasing demand for sustainable livestock products also demands new
considerations in animal breeding. Breeding programs are now seeking to integrate animal …

Practices and applications of convolutional neural network-based computer vision systems in animal farming: A review

G Li, Y Huang, Z Chen, GD Chesser Jr, JL Purswell… - Sensors, 2021 - mdpi.com
Convolutional neural network (CNN)-based computer vision systems have been
increasingly applied in animal farming to improve animal management, but current …

A review of deep learning algorithms for computer vision systems in livestock

DAB Oliveira, LGR Pereira, T Bresolin, REP Ferreira… - Livestock Science, 2021 - Elsevier
In livestock operations, systematically monitoring animal body weight, biometric body
measurements, animal behavior, feed bunk, and other difficult-to-measure phenotypes is …

A systematic review on validated precision livestock farming technologies for pig production and its potential to assess animal welfare

Y Gómez, AH Stygar, IJMM Boumans… - Frontiers in veterinary …, 2021 - frontiersin.org
Several precision livestock farming (PLF) technologies, conceived for optimizing farming
processes, are developed to detect the physical and behavioral changes of animals …

Behavioral monitoring tool for pig farmers: Ear tag sensors, machine intelligence, and technology adoption roadmap

S Pandey, U Kalwa, T Kong, B Guo, PC Gauger… - Animals, 2021 - mdpi.com
Simple Summary In a pig farm, it is challenging for the farm caretaker to monitor the health
and well-being status of all animals in a continuous manner throughout the day. Automated …

[HTML][HTML] CattleFaceNet: A cattle face identification approach based on RetinaFace and ArcFace loss

B Xu, W Wang, L Guo, G Chen, Y Li, Z Cao… - … and Electronics in …, 2022 - Elsevier
Cattle identification is crucial to be registered for breeding association, food quality tracing,
disease prevention and control and fake insurance claims. Traditional non-biometrics …