Difference between revisions of "Behavioral Analysis"

From Ilya Nemenman: Theoretical Biophysics @ Emory
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(Created page with "{{Locomotion2020}} by '''Jesse Lauer''' ;Abstract :DeepLabCut is an open-source toolbox for markerless animal/human pose estimation achieving human accuracy with little train...")
 
 
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by '''Jesse Lauer'''
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by '''Gordon Berman''', Emory University
 
;Abstract
 
;Abstract
:DeepLabCut is an open-source toolbox for markerless animal/human pose estimation achieving human accuracy with little training data. Participants will be walked through project creation, data curation, model training, and analysis. Special emphasis will be placed on current applications, best practices and common pitfalls, as well as what to do next with the data.
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:This workshop will provide an introduction to an automated method in behavioral analysis — specifically how to go from images or tracking data to a low-dimensional representation of an animal’s stereotyped behaviors. The workshop will begin with a brief lecture that summarizes the state-of-the-art in the field and will conclude with a tutorial where participants can apply one of the methods, behavioral mapping, to data sets.

Latest revision as of 15:53, 2 March 2020

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by Gordon Berman, Emory University

Abstract
This workshop will provide an introduction to an automated method in behavioral analysis — specifically how to go from images or tracking data to a low-dimensional representation of an animal’s stereotyped behaviors. The workshop will begin with a brief lecture that summarizes the state-of-the-art in the field and will conclude with a tutorial where participants can apply one of the methods, behavioral mapping, to data sets.