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

Switzerland
Joined February 2019
πŸŽ‚πŸ₯³ Wow! Happy 9 year anniversary of being published in @NatureNeuro #DeepLabCut πŸ’œ - what an amazing adventure that first paper kicked off πŸ™πŸΌ 1.14M installations πŸ’ͺ Original paper: rdcu.be/4Rep
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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 GuideπŸ”₯: deeplabcut.github.io/DeepLab…
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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 πŸ‡²πŸ‡½πŸ‡¦πŸ‡·πŸ‡¨πŸ‡¦πŸ‡ͺπŸ‡Έ: 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 β€œvideo adaptation” - it reduces jitter and provides better poses! ⬇️ nature.com/articles/s41467-0…
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Happy birthday #DeepLabCut! It was 7 years ago we first appeared on @arxiv πŸ™ŒπŸŽŠ- thanks to the incredible users, contributors, & the software team who continue to make it the leading software for animal pose estimation! πŸ™πŸΌπŸ’œ arxiv.org/abs/1804.03142 DeepLabCut.org
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πŸŽ‰ 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 πŸ’œ Onwards! πŸš€ github.com/DeepLabCut/DeepLa…
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πŸ‘€ 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?! πŸš€
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What a year! #DLC3πŸ”₯ is up tested by many of you (πŸ‘€ watch out for a paper in 2025), we hit 750K downloads, and have over 120 contributors to the code! ❄️⛷just dropped: new human pose models & high perf. models! github.com/DeepLabCut/DeepLa… #DigvijaySinghRathee HAPPY HOLIDAYS!
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Loving the out of distribution squirrels on the @Stanford campus! All fine for #SuperAnimal Quadruped model 🐿️ Play with our models at: contrib.deeplabcut.org/
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#SfN24 update: sadly, we are not there in person, but we love to see a lot of #DeepLabCut powered science is πŸ₯³ and we are happy to retweet it! πŸ’• (tag us!) πŸ‘€ But, here is what we would present πŸ₯°πŸ”₯ DeepLabCut 3.0 release candidate is up!πŸ”₯ pip install deeplabcut==3.0.0rc5
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πŸŽ‰It’s #OpenScienceWeek! Has our open-source and free code enabled a bit of your scientific work? πŸ₯³Tag us and share your work that used #DeepLabCut for a retweet! πŸ”₯πŸ’•πŸ™Œ
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πŸŽ₯🍿Check out the latest YouTube tutorial, from the 2024 DLC AI Residents! DeepLabCut 3.0 πŸ”₯ - Using PyTorch in the GUI! youtu.be/ofFx0vTMSxE?si=Xfm-… via @YouTube
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The DLC AI Residency 2024 wrapped up on Sept 1st! Check out the new docs @StuckertAnna ,@mrc_canela , and @dikra_masrour contributed on benchmarking DLC2 vs DLC3πŸ”₯! Even using the GUI! πŸ’œ deeplabcut.github.io/DeepLab…
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