Advances in Sensors, Big Data and Machine Learning in Intelligent Animal Farming

Advances in Sensors, Big Data and Machine Learning in Intelligent Animal Farming

Animal production (e.g., milk, meat, and eggs) provides valuable protein production for human beings and animals. However, animal production is facing several challenges worldwide such as environmental impacts and animal welfare/health concerns. In animal farming operations, accurate and efficient m...

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Bibliographic Details
Format: eBook
Language:English
Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2022
Subjects:
History of engineering & technology
Technology: general issues
absorbing Markov chain
additive manufacturing
animal behaviour
animal farming
animal science
animal telemetry
animal-centered design
audio
automated medical image processing
body size
cascaded model
class-balanced focal loss
commercial aviary
computational ethology
computer vision
convolutional neural network
cow
cow behavior analysis
cow identification
CT scans
dairy cow
dairy welfare
deep learning
deep neural network
design contributions
EfficientDet
equine behavior
estimation
extensive livestock
false registrations
forage management
generative adversarial network
group-housed pigs
hierarchical clustering
instance segmentation
intermodality interaction
jaw movement
laying hens
low-frequency tracking
machine learning
mask scoring R-CNN
mastication
modularity
monitoring
mutual information
parturition prediction
pig identification
pig weight
precision livestock farming
precision livestock management
prediction of calving time
radar sensors
radar signal processing
sensorized wearable device
signal classification
smart collar
soft-NMS
time budgets
tree-based classifier
unsupervised machine learning
wavelet analysis
wearable sensor
wearables design
YOLACT++
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