Nat Neurosci September 2018 PMID 30127430

DeepLabCut: markerless pose estimation of user-defined body parts with deep learning.

Alexander Mathis, Pranav Mamidanna, Kevin M Cury, Taiga Abe, Venkatesh N Murthy, Mackenzie Weygandt Mathis, Matthias Bethge

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Mentions

53
Peak: 3 in Apr 2018
across 5 sources since Apr 2018

Extended reach

223,299
potential audience

Total likes

326

Video views

150,908

Mentions per month

Apr 2018 – Apr 2025

Where it's discussed

  • News21 articles
  • X / Twitter13 posts
  • Blogs9 articles
  • YouTube6 videos
  • Facebook4 posts

AI synopsis

What people are saying

The collection highlights widespread support and enthusiasm, exemplified by comments praising user guides, tutorials, and the active user community, with words like 'great', 'active', and 'possible' emphasizing both interest and perceived impact. The tone suggests that the publication is seen as a valuable tool advancing behavioral analysis and digital tracking technologies.

AgreementModerate agreement

Most discussions express positive approval and support for the publication, with notes on its usefulness and community engagement.

InterestHigh interest

The topic garners high interest among users, with mentions of new features, community guides, and technological applications.

EngagementModerate engagement

Discussions show active participation, sharing resources like tutorials, packages, and questions about implementation.

ImpactModerate impact

The posts suggest that the publication is viewed as influential in the research community, promoting the adoption of markerless pose estimation methods.

Abstract in brief

  • This text explains a new method for tracking animal and human body parts without using physical markers, which can be intrusive and require prior setup.
  • The method uses deep learning, specifically transfer learning, allowing accurate tracking with very little training data, sometimes just 200 labeled frames.
  • It works across different species and behaviors, providing results that are nearly as precise as human observers, making behavior analysis faster and less invasive.]

Top posts

Most liked on X and Bluesky
DeepLabCut
@DeepLabCut · X

Always great to see nice user-based guides! A great complementary guide to our growing docs and YouTube videos ( https://t.co/Ys9BaRtopK) thanks @G_HidalgoGadea

Mar 15, 2021 · 13 likes · 1 share · 9,476 followers View post →
eqs
@eqseqseqs · X

#DeepLabCut はてなブログに投稿しました 【論文読み】DeepLabCut: markerless pose estimation of user-defined body parts with deep learning - 反面教師あり学習 https://t.co/WyRxJbRQcB #はてなブログ

Jan 31, 2019 · 4 likes · 2 shares · 62 followers View post →
Mackenzie Weygandt Mathis, PhD
@TrackingActions · X

@MorphoFun @mechsNmorph @mrmilesvalencia @GlennaClifton There is a very active user community: https://t.co/e2Il9Qeodr and detailed full use-guide: https://t.co/HdC8AfVtDZ plus YouTube Tutorials: https://t.co/0Zgt4sfaBC

Mar 17, 2019 · 2 likes · 21,789 followers View post →
Mackenzie Weygandt Mathis, PhD
@TrackingActions · X

@BohacekLab suppl. here: https://t.co/fIaCeZIDlB

Apr 18, 2020 · 1 like · 21,860 followers View post →
DeepLabCut
@DeepLabCut · X

@dineshraov No, the Docker is just for training and inference, so I install the simple cpu only version of dlc with conda, see how I use both here: https://t.co/IvFwE91LEA

Mar 22, 2020 · 1 like · 9,476 followers View post →
Lobsters
@lobsters · X

DeepLabCut: markerless pose estimation of user-defined body parts with deep learning via @sanxiyn https://t.co/DemIBhZkpu #ai #science https://t.co/c9xiw7X4Yw

Jun 19, 2019 · 1 like · 4,221 followers View post →

All mentions

ENcenatur
@encenatur · X

DeepLabCut: markerless pose estimation of user-defined body parts with deep learning https://t.co/ABPdLoSqlv

Jun 6, 2023 · 27 followers View post →
bbscience
@bbsience1 · X

RT @DeepLabCut: Always great to see nice user-based guides! A great complementary guide to our growing docs and YouTube videos ( https://t.…

Mar 15, 2021 · 1 share · 326 followers View post →
DeepLabCut
@DeepLabCut · X

Always great to see nice user-based guides! A great complementary guide to our growing docs and YouTube videos ( https://t.co/Ys9BaRtopK) thanks @G_HidalgoGadea

Mar 15, 2021 · 13 likes · 1 share · 9,476 followers View post →
Jana, the Outlier
@Jana_Ruzickova2 · X

@tibor_magura It's great to see that it's possible to do video tracking in R! A couple of years ago one of the students I co-supervised used DeepLabCut (https://t.co/2lodMJhyue) for something similar but R is simply R :) May I know which package you use?

Feb 22, 2021 · 1 like · 213 followers View post →
Alejandra Manjarrez
@lecteroide · X

Aquí un video de cómo una mosquita de la fruta pone un huevo… huevo ingrato que eventualmente se deshará de la herencia materna que ya no necesite. Video de Mackenzie Mathis et al. (no relacionado con la investigación reciente de la enzima Kdo). 4/4 https://t.co/BhUkvpnDRD

Jul 29, 2020 · 1,089 followers View post →
Mackenzie Weygandt Mathis, PhD
@TrackingActions · X

@BohacekLab suppl. here: https://t.co/fIaCeZIDlB

Apr 18, 2020 · 1 like · 21,860 followers View post →
DeepLabCut
@DeepLabCut · X

@dineshraov No, the Docker is just for training and inference, so I install the simple cpu only version of dlc with conda, see how I use both here: https://t.co/IvFwE91LEA

Mar 22, 2020 · 1 like · 9,476 followers View post →
Lobsters
@lobsters · X

DeepLabCut: markerless pose estimation of user-defined body parts with deep learning via @sanxiyn https://t.co/DemIBhZkpu #ai #science https://t.co/c9xiw7X4Yw

Jun 19, 2019 · 1 like · 4,221 followers View post →
Rosaura Brisuela @roswitta.bsky.social
@Roswitamind · X

DeepLabCut: markerless pose estimation of user-defined body parts with deep learning:https://t.co/Sb1jwP5LG3

Jun 16, 2019 · 1,284 followers View post →
Mackenzie Weygandt Mathis, PhD
@TrackingActions · X

@MorphoFun @mechsNmorph @mrmilesvalencia @GlennaClifton There is a very active user community: https://t.co/e2Il9Qeodr and detailed full use-guide: https://t.co/HdC8AfVtDZ plus YouTube Tutorials: https://t.co/0Zgt4sfaBC

Mar 17, 2019 · 2 likes · 21,789 followers View post →
eqs
@eqseqseqs · X

RT @eqseqseqs: #DeepLabCut はてなブログに投稿しました 【論文読み】DeepLabCut: markerless pose estimation of user-defined body parts with deep learning - 反面教師あ…

Jan 31, 2019 · 2 shares · 62 followers View post →
Hiroshi Matsui
@HeathRossie · X

RT @eqseqseqs: #DeepLabCut はてなブログに投稿しました 【論文読み】DeepLabCut: markerless pose estimation of user-defined body parts with deep learning - 反面教師あ…

Jan 31, 2019 · 2 shares · 2,493 followers View post →
eqs
@eqseqseqs · X

#DeepLabCut はてなブログに投稿しました 【論文読み】DeepLabCut: markerless pose estimation of user-defined body parts with deep learning - 反面教師あり学習 https://t.co/WyRxJbRQcB #はてなブログ

Jan 31, 2019 · 4 likes · 2 shares · 62 followers View post →