Computational bioacoustics with deep learning: a review and roadmap
D Stowell - PeerJ, 2022 - peerj.com
Animal vocalisations and natural soundscapes are fascinating objects of study, and contain
valuable evidence about animal behaviours, populations and ecosystems. They are studied …
valuable evidence about animal behaviours, populations and ecosystems. They are studied …
[HTML][HTML] Deep learning based computer vision approaches for smart agricultural applications
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 …
by the pillars of cutting-edge approaches like artificial intelligence and allied technologies …
[HTML][HTML] Examining the interplay between artificial intelligence and the agri-food industry
Artificial intelligence (AI) has advanced at an astounding rate and transformed numerous
economic sectors. Nevertheless, a comprehensive understanding of how AI can improve the …
economic sectors. Nevertheless, a comprehensive understanding of how AI can improve the …
An imperative role of digitalization in monitoring cattle health for sustainability
In the current context, monitoring cattle health is critical for producing abundant milk to
satisfy population growth demand and also for attaining sustainability. Traditional methods …
satisfy population growth demand and also for attaining sustainability. Traditional methods …
Disruptive technologies in smart farming: an expanded view with sentiment analysis
Smart Farming (SF) is an emerging technology in the current agricultural landscape. The
aim of Smart Farming is to provide tools for various agricultural and farming operations to …
aim of Smart Farming is to provide tools for various agricultural and farming operations to …
A systematic literature review on the use of deep learning in precision livestock detection and localization using unmanned aerial vehicles
DBM Yousefi, ASM Rafie, SAR Al-Haddad… - Ieee …, 2022 - ieeexplore.ieee.org
With the ever-increasing importance of dairy and meat production, precision livestock
farming (PLF) using advanced information technologies is emerging to improve farming …
farming (PLF) using advanced information technologies is emerging to improve farming …
Intelligent perception-based cattle lameness detection and behaviour recognition: A review
Simple Summary Cattle lameness detection as well as behaviour recognition are the two
main objectives in the applications of precision livestock farming (PLF). Over the last five …
main objectives in the applications of precision livestock farming (PLF). Over the last five …
A hyperspectral data 3D convolutional neural network classification model for diagnosis of gray mold disease in strawberry leaves
Gray mold disease is one of the most frequently occurring diseases in strawberries. Given
that it spreads rapidly, rapid countermeasures are necessary through the development of …
that it spreads rapidly, rapid countermeasures are necessary through the development of …
CNN-Bi-LSTM: A complex environment-oriented cattle behavior classification network based on the fusion of CNN and Bi-LSTM
G Gao, C Wang, J Wang, Y Lv, Q Li, Y Ma, X Zhang… - Sensors, 2023 - mdpi.com
Cattle behavior classification technology holds a crucial position within the realm of smart
cattle farming. Addressing the requisites of cattle behavior classification in the agricultural …
cattle farming. Addressing the requisites of cattle behavior classification in the agricultural …
Integrated animal monitoring system with animal detection and classification capabilities: a review on image modality, techniques, applications, and challenges
N Sundaram, SD Meena - Artificial Intelligence Review, 2023 - Springer
The continuous monitoring of animals is crucial for the well-being of both humans and
animals. A comprehensive animal monitoring system must incorporate animal detection …
animals. A comprehensive animal monitoring system must incorporate animal detection …