Article

WormPose: Image synthesis and convolutional networks for pose estimation in <i>C. elegans</i>

2020-07-10

Abstract excerpt

An important model system for understanding genes, neurons and behavior, the nematode worm C. elegans naturally moves through a variety of complex postures, for which estimation from video data is challenging. We introduce an open-source Python package, WormPose, for 2D pose estimation in C. elegans , including self-occluded, coiled shapes. We leverage advances in machine vision afforded from convolutional neura...

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Identifiers and source

Literature Corpus work: bc5055b0-d5ab-5ffe-be81-962ee3102390
DOI: 10.1101/2020.07.09.193755

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