DeepPoseKit, a software toolkit for fast and robust animal pose estimation using deep learning
Quantitative behavioral measurements are important for answering questions across scientific disciplines—from neuroscience to ecology. State-of-the-art deep-learning methods offer major advances in data quality and detail by allowing researchers to automatically estimate locations of an animal’s bod...
Main Authors: | Jacob M Graving, Daniel Chae, Hemal Naik, Liang Li, Benjamin Koger, Blair R Costelloe, Iain D Couzin |
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Format: | Article |
Language: | English |
Published: |
eLife Sciences Publications Ltd
2019-10-01
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Series: | eLife |
Subjects: | |
Online Access: | https://elifesciences.org/articles/47994 |
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