Article

Deep-learning based identification, tracking, pose estimation, and behavior classification of interacting primates and mice in complex environments

2020-10-26

Abstract excerpt

The quantification of behaviors of interest from video data is commonly used to study brain function, the effects of pharmacological interventions, and genetic alterations. Existing approaches lack the capability to analyze the behavior of groups of animals in complex environments. We present a novel deep learning architecture for classifying individual and social animal behavior, even in complex environments dire...

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Literature Corpus work: 6f2069ec-9c12-599c-8199-c2117e66edcb
DOI: 10.1101/2020.10.26.355115

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