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[HTML][HTML] Industry 4.0 and precision livestock farming (PLF): an up to date overview across animal productions
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 …
inception in 2003, though it has yet to be widely adopted. Additionally, the advent of Industry …
Intelligent perception for cattle monitoring: A review for cattle identification, body condition score evaluation, and weight estimation
There has been an increasing demand for animal protein due to several factors such as
global population growth, rising incomes, etc. However, farming productivity is stagnating …
global population growth, rising incomes, etc. However, farming productivity is stagnating …
Practices and applications of convolutional neural network-based computer vision systems in animal farming: A review
Convolutional neural network (CNN)-based computer vision systems have been
increasingly applied in animal farming to improve animal management, but current …
increasingly applied in animal farming to improve animal management, but current …
A systematic literature review on deep learning applications for precision cattle farming
In animal agriculture, deep learning-based approaches have been widely implemented as a
decision support tool for precision farming. Several deep learning models have been …
decision support tool for precision farming. Several deep learning models have been …
[HTML][HTML] A systematic review of machine learning techniques for cattle identification: Datasets, methods and future directions
Increased biosecurity and food safety requirements may increase demand for efficient
traceability and identification systems of livestock in the supply chain. The advanced …
traceability and identification systems of livestock in the supply chain. The advanced …
Open pose mask R-CNN network for individual cattle recognition
J Wang, X Zhang, G Gao, Y Lv, Q Li, Z Li, C Wang… - IEEE …, 2023 - ieeexplore.ieee.org
Cattle's individual identification plays a crucial role in effectively managing large farms. To
enhance agricultural efficiency, promote the digital transformation of animal husbandry, and …
enhance agricultural efficiency, promote the digital transformation of animal husbandry, and …
[HTML][HTML] Application of deep learning for livestock behaviour recognition: A systematic literature review
Livestock health and welfare monitoring is a tedious and labour-intensive task previously
performed manually by humans. However, with recent technological advancements, the …
performed manually by humans. However, with recent technological advancements, the …
Perspectives on individual animal identification from biology and computer vision
Identifying individual animals is crucial for many biological investigations. In response to
some of the limitations of current identification methods, new automated computer vision …
some of the limitations of current identification methods, new automated computer vision …
Automated monitoring of cattle heat stress and its mitigation
Climate change related global warming is likely to continue, despite all mitigation measures
taken by humans, due to the lag effect of long-term anthropogenic activities. Warming of the …
taken by humans, due to the lag effect of long-term anthropogenic activities. Warming of the …
Deep learning-based cow tail detection and tracking for precision livestock farming
X Huang, Z Hu, Y Qiao… - IEEE/ASME Transactions …, 2022 - ieeexplore.ieee.org
Cow tail detection and tracking in videos provide valuable information for individual
identification, calving process, behavior analysis, and body condition monitoring. Although …
identification, calving process, behavior analysis, and body condition monitoring. Although …