[HTML][HTML] Deep learning based computer vision approaches for smart agricultural applications

VG Dhanya, A Subeesh, NL Kushwaha… - Artificial Intelligence in …, 2022 - Elsevier
The agriculture industry is undergoing a rapid digital transformation and is growing powerful
by the pillars of cutting-edge approaches like artificial intelligence and allied technologies …

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 …

Automated recognition of postures and drinking behaviour for the detection of compromised health in pigs

A Alameer, I Kyriazakis, J Bacardit - Scientific reports, 2020 - nature.com
Abstract Changes in pig behaviours are a useful aid in detecting early signs of compromised
health and welfare. In commercial settings, automatic detection of pig behaviours through …

Application of deep learning in sheep behaviors recognition and influence analysis of training data characteristics on the recognition effect

M Cheng, H Yuan, Q Wang, Z Cai, Y Liu… - … and electronics in …, 2022 - Elsevier
The behavior of animals can reflect animal health status and physiological stages. Automatic
recognition of animal behavior can provide a powerful tool for improving the breeding …

[HTML][HTML] Application of deep learning for livestock behaviour recognition: A systematic literature review

A Rohan, MS Rafaq, MJ Hasan, F Asghar… - … and Electronics in …, 2024 - Elsevier
Livestock health and welfare monitoring is a tedious and labour-intensive task previously
performed manually by humans. However, with recent technological advancements, the …

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 …

[HTML][HTML] The quest to develop automated systems for monitoring animal behavior

JM Siegford, JP Steibel, J Han, M Benjamin… - Applied Animal …, 2023 - Elsevier
Automated behavior analysis (ABA) strategies are being researched at a rapid rate to detect
an array of behaviors across a range of species. There is growing optimism that soon …

The application of cameras in precision pig farming: An overview for swine-keeping professionals

E Arulmozhi, A Bhujel, BE Moon, HT Kim - Animals, 2021 - mdpi.com
Simple Summary The preeminent purpose of precision livestock farming (PLF) is to provide
affordable and straightforward solutions to severe problems with certainty. Some data …

Circadian rhythms and diurnal patterns in the feed intake behaviour of growing-finishing pigs

JD Bus, IJMM Boumans, J Engel, DE Te Beest… - Scientific reports, 2023 - nature.com
The feeding behaviour of growing-finishing pigs is an important indicator of performance,
health and welfare, but this use is limited by its large, poorly-understood variation. We …