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...
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 |
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Format: | Article |
Language: | English |
Published: |
eLife Sciences Publications Ltd
2021-09-01
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Series: | eLife |
Subjects: | |
Online Access: | https://elifesciences.org/articles/63377 |
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