Machine learning in agriculture: A comprehensive updated review

L Benos, AC Tagarakis, G Dolias, R Berruto, D Kateris… - Sensors, 2021 - mdpi.com
The digital transformation of agriculture has evolved various aspects of management into
artificial intelligent systems for the sake of making value from the ever-increasing data …

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 …

[HTML][HTML] Precision livestock farming in swine welfare: a review for swine practitioners

M Benjamin, S Yik - Animals, 2019 - mdpi.com
Simple Summary The increasing implementation of technological advances originally
developed for video gaming (PlayStation, Xbox) is hel** to progress livestock production …

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 …

[HTML][HTML] Automatically detecting pig position and posture by 2D camera imaging and deep learning

M Riekert, A Klein, F Adrion, C Hoffmann… - … and Electronics in …, 2020 - Elsevier
Prior livestock research provides evidence for the importance of accurate detection of pig
positions and postures for better understanding animal welfare. Position and posture …

A computer vision-based method for spatial-temporal action recognition of tail-biting behaviour in group-housed pigs

D Liu, M Oczak, K Maschat, J Baumgartner… - Biosystems …, 2020 - Elsevier
Highlights•A novel method was proposed to recognise and locate pig tail-biting behaviour.•A
tracking algorithm was proposed to extract pairwise interactions from the group.•The CNN+ …

Welfare of pigs on farm

EFSA Panel on Animal Health and Welfare … - EFSA …, 2022 - Wiley Online Library
This scientific opinion focuses on the welfare of pigs on farm, and is based on literature and
expert opinion. All pig categories were assessed: gilts and dry sows, farrowing and lactating …

Applications of smart technology as a sustainable strategy in modern swine farming

S Mahfuz, HS Mun, MA Dilawar, CJ Yang - Sustainability, 2022 - mdpi.com
The size of the pork market is increasing globally to meet the demand for animal protein,
resulting in greater farm size for swine and creating a great challenge to swine farmers and …

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 …