Big behavior: challenges and opportunities in a new era of deep behavior profiling

摘要

a Supervised machine learning methods are used to first train a classifier on manually defined behaviors that then recognizes these based on feature data in new videos. b Unsupervised machine learning methods are used to find clusters of similar behavioral syllables without human interaction directly from video data. c Pose estimation algorithms track animal body points in videos.