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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 …
[HTML][HTML] Internet of Things and Machine Learning techniques in poultry health and welfare management: A systematic literature review
The advent of digital technologies has brought substantial improvements in various
domains. This article provides a comprehensive review of research emphasizing AI-enabled …
domains. This article provides a comprehensive review of research emphasizing AI-enabled …
An automatic classifier for monitoring applied behaviors of cage-free laying hens with deep learning
Poultry behavior is an important indicator of their welfare, health, and production
performance. The welfare of layers and broilers such as walking ability, breast blisters, hock …
performance. The welfare of layers and broilers such as walking ability, breast blisters, hock …
[HTML][HTML] YOLO-based model for automatic detection of broiler pathological phenomena through visual and thermal images in intensive poultry houses
The increasing broiler demand due to overpopulation and meat imports presents challenges
in poultry farming, including management, disease control, and chicken observation in …
in poultry farming, including management, disease control, and chicken observation in …
C3D-ConvLSTM based cow behaviour classification using video data for precision livestock farming
Cow behaviour provides valuable information about animal welfare, activities and livestock
production. Therefore, monitoring of behaviour is gaining importance in the improvement of …
production. Therefore, monitoring of behaviour is gaining importance in the improvement of …
[HTML][HTML] Monitoring behaviors of broiler chickens at different ages with deep learning
Simple Summary Animal behavior in the poultry house could be used as an indicator of
health and welfare status. In this study, a convolutional neural network models (CNN) …
health and welfare status. In this study, a convolutional neural network models (CNN) …
Automated detection and counting of broiler behaviors using a video recognition system
Stretching and preening behaviors in broilers are linked to their comfort and overall welfare.
These behaviors signal that broilers engage in natural behaviors and physical activity and …
These behaviors signal that broilers engage in natural behaviors and physical activity and …
Lighting, density, and dietary strategies to improve poultry behavior, health, and production
Poultry production is the most rapidly expanding agricultural industry. Consumer awareness
of animal welfare has grown in recent years, and as a result, consideration for higher-quality …
of animal welfare has grown in recent years, and as a result, consideration for higher-quality …
DHSW-YOLO: A duck flock daily behavior recognition model adaptable to bright and dark conditions
Accurate monitoring of animal behavioral rhythms is essential. Currently, it is challenging to
identify the behavior of animals under low-light conditions. In this study, we proposed a deep …
identify the behavior of animals under low-light conditions. In this study, we proposed a deep …
[HTML][HTML] A computer vision approach to monitor activity in commercial broiler chickens using trajectory-based clustering analysis
To monitor changes in broiler behaviour related to animal health and welfare, farmers
typically observe their flocks using manual observation. However, due to the labour …
typically observe their flocks using manual observation. However, due to the labour …