DeepEthogram, a machine learning pipeline for supervised behavior classification from raw pixels

DeepEthogram, a machine learning pipeline for supervised behavior classification from raw pixels

Videos of animal behavior are used to quantify researcher-defined behaviors of interest to study neural function, gene mutations, and pharmacological therapies. Behaviors of interest are often scored manually, which is time-consuming, limited to few behaviors, and variable across researchers. We cre...

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Bibliographic Details
Main Authors: James P Bohnslav, Nivanthika K Wimalasena, Kelsey J Clausing, Yu Y Dai, David A Yarmolinsky, Tomás Cruz, Adam D Kashlan, M Eugenia Chiappe, Lauren L Orefice, Clifford J Woolf, Christopher D Harvey
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2021-09-01
Series:eLife
Subjects:
behavior analysis
deep learning
computer vision
Online Access:https://elifesciences.org/articles/63377

Internet

https://elifesciences.org/articles/63377

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