@DeepLabCut

Python package for markerless pose estimation 4 animals (including humans) | free, open code

 Switzerland
deeplabcut.org
Joined February 2019
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  • Followers9.3K
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This is easily available within DeepLabCut! deeplabcut.github.io/DeepLab…
Mackenzie Weygandt Mathis, PhD@TrackingActions
Feb 6
🚨 ✨ New 3D pose estimation method from @mwmathislab! #FMPose3D allows for monocular (i.e. single camera) 2D ➡️ 3D 🔥 Led by @TiwangCS & w/@xiaoyu912huang #FMPose3D is SOTA on human & animal 3D benchmarks, & will be integrated into @DeepLabCut ⬇️👀 📝 arxiv.org/abs/2602.05755
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🎂🥳 Wow! Happy 9 year anniversary of being published in @NatureNeuro #DeepLabCut 💜 - what an amazing adventure that first paper kicked off 🙏🏼 1.14M installations 💪 Original paper: rdcu.be/4Rep
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The 2025 AI Residency Hub in Argentina is live!!! Apply now ⬇️
Sabrina Benas@Sabrineiitor
25 Jun 2025
Este año llega la DLC AI Residency a CABA! 🎉 @DeepLabCut Durante dos días vamos a aprender y analizar datos de comportamiento 🐭🐒🦥 Anotate en 👇 forms.gle/YXoFNg7NUeYiT3ia8 📆 Aplicaciones abiertas hasta el 25/7 🚨 Cupos limitados ¡Te esperamos!
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Happy Saturday! Have you checked out our latest docs, with lots of new additions to explain #DLC3 (which is backwards compatible, so no fear, update!). Here is a quick start guide ⬇️ Full link to install docs: deeplabcut.github.io/DeepLab… SOTA model Guide🔥: deeplabcut.github.io/DeepLab…
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We are hiring for a top research software engineer to join our #DeepLabCut dev team! - do you want to contribute to a top CV package for life sciences? We are nearing 1M installations 🔥 - backend/frontend, git, python, torch exp. >2yrs req. Reach out: deeplabcut.org
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And beyond the amazing Resident Hubs, @TrackingPlumes and @TrackingActions will host a workshop in 🇯🇵! deeplabcutairesidency.org/ou…
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✨ We are super thrilled to announce the #DeepLabCut AI Residents for 2025! They are hosting workshops around the 🌎 this winter/summer 🇲🇽🇦🇷🇨🇦🇪🇸: deeplabcutairesidency.org/ou… Meet Alejandro, Juliana, Sabrina, Jiayue & Marc! Many thanks to @KavliFoundation @cziscience for support!
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#DLCProTip: Did you know you can use unsupervised learning to adapt a trained model on the fly to your video in DeepLabCut!? When you run video analysis, check out “video adaptation” - it reduces jitter and provides better poses! ⬇️ nature.com/articles/s41467-0…
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🎊 Workshop alert! The Okinawa Institute of Science and Technology @OISTedu , Japan organizes on July 1 a hands-on DeepLabCut workshop led by @TrackingActions and @TrackingPlumes! Applications are open at oist.jp/conference/deeplabcu…

DeepLabCut Workshop

A one day hands-on workshop on the use of the famous DeepLabCut software to analyze videos of animal behavior, led by Drs. Mackenzie and Alexander Mathis. Participants will be helped to pre-install...

oist.jp
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Deeply proud that #DeepLabCut was used for behavioral analysis to support this landmark set of papers! In particular, the mice who became the connectome +functional dataset, were tracked with #DeepLabCut 🙌💜 🐭👀 nature.com/articles/s41586-0…

Foundation model of neural activity predicts response to new stimulus types

Nature - A foundation model trained on neural activity of visual cortex from multiple mice accurately predicts responses to video stimuli and cell types, dendritic features and connectivity within...

nature.com
allen institute@AllenInstitute
9 Apr 2025
How does the brain work? Scientists are closer to the answer with the largest wiring diagram and functional map of a mammalian brain to date. 🧵
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Happy birthday #DeepLabCut! It was 7 years ago we first appeared on @arxiv 🙌🎊- thanks to the incredible users, contributors, & the software team who continue to make it the leading software for animal pose estimation! 🙏🏼💜 arxiv.org/abs/1804.03142 DeepLabCut.org
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🎉 Might seem like a funny milestone, but super proud to have 2K issues closed! Thanks to all the users and the #DLCTeam for continuing to push DLC to be the best it can 💜 Onwards! 🚀 github.com/DeepLabCut/DeepLa…
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🚨A new demo notebook showing you how to use state of the art human pose and skeleton estimation models within #DeepLabCut3.0! 💃🏼🕺🏻 Bonus: Did you know that DeepLabCut 3.0 now has a NEW “low-level” API for advanced users? Check it out in this demo 🙌❤️ github.com/DeepLabCut/DeepLa…

DeepLabCut/examples/COLAB/COLAB_HumanPose_with_RTMPose.ipynb at main · DeepLabCut/DeepLabCut

Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans - DeepLabCut/DeepLabCut

github.com
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Replying to @w_lochlan
they are!
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Replying to @3Dneuro
🙏 its been amazing to see it grow!
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👀 We hit a major milestone: the PR for DLC3 is merged into main, and rc7 is up for final testing: pypi.org/project/deeplabcut/… - this is the most powerful, most new-user (+ new GUI features!) & ML expert friendly code, & the highest performance ... ready to #AnimalPose?! 🚀
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Love it! ❄️🏂 happy weekend all! Go catch that power!
Sofiya Zbaranska@neur1s
23 Feb 2025
DeepLabCut has demonstrated high performance on professional skiers, but how does it handle snowboarders who spend more time eating snow than riding? 🤭 Despite a very small training dataset, the output is surprisingly promising! @DeepLabCut #PoseEstimation #Snowboarding
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Beautiful work! Thanks for using #DeepLabCut 💕☺️🥳 nature.com/articles/s41586-0…

Left–right-alternating theta sweeps in entorhinal–hippocampal maps of space

Nature - A study in rats proposes a mechanism for how the brain maps the surrounding environment, including places it has never seen, by alternating left and right forward sweeps in successive...

nature.com
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Replying to @FatimaaKarimm
Please switch to dlc3! Torch is much more friendly here
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^ this video is zero-shot of the amazing skier Candide Thovex youtube.com/watch?v=WCQ-GCmo…

Candide Thovex - Swiss trees

Candide skiing the forest somewhere in Switzerland.Filmed by Aziz ...

youtube.com
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