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research article
Deep learning tools for the measurement of animal behavior in neuroscience
Recent advances in computer vision have made accurate, fast and robust measurement of animal behavior a reality. In the past years powerful tools specifically designed to aid the measurement of behavior have come to fruition. Here we discuss how capturing the postures of animals-pose estimation - has been rapidly advancing with new deep learning methods. While challenges still remain, we envision that the fast-paced development of new deep learning tools will rapidly change the landscape of realizable real-world neuroscience.
Type
research article
PubMed ID
31791006
Authors
Publication date
2020
Published in
Volume
60
Start page
1
End page
11
Peer reviewed
REVIEWED
EPFL units
Available on Infoscience
November 6, 2020
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