DeepLabCut 🦄 @DeepLabCut
Python package for markerless pose estimation 4 animals (including humans) | free, open code deeplabcut.org Switzerland Joined February 2019-
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🥳 New work from my lab (@MLabofAI) just dropped on @arxiv! Measuring the shape of an animal can be highly useful for biomedical applications and for avatars 😎 We introduce *PRIMA*:🔥SOTA 2D➡️3D animal shape by @xiaoyu912huang, @TiwangCS & I! 📝 arxiv.org/abs/2606.02366
🚨 ✨ 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
本書は、代表的なAIツール「DeepLabCut」の使い方も、PCのスペックなど初歩から丁寧に解説します😀
新刊『知識ゼロから始める AIによる動物行動解析』が本日発行です📕 ☑️カメラや飼育環境のセットアップ ☑️DeepLabCutやYOLO，その他ツールの使い方 ☑️マウス・ラットの解析はもちろん，サルや魚，ハエ，線虫まで が詰まった日本初の動物行動解析の実践書🧐
@Yodosha_EM So cool - could you send us a link to the book?
New preprint out! 🐦 We show that crows dynamically adjust their feeding depending on what the other bird does, and the effect is asymmetric across dominance–subordinate ranks. Behavior tracking was done with DeepLabCut.@DeepLabCut biorxiv.org/content/10.648…
We are super happy to announce the fifth edition of our Transatlantic Behavioural Neuroscience School, that will be held Aug 11-22nd in Poland! Join us to learn everything you need to build your behavioural setup with open source tools!
Our new study in Sports Engineering shows that markerless athlete tracking using deep learning (@DeepLabCut ) achieves good–excellent validity vs. optoelectronic systems, with accurate estimates of player position and velocity. l1nq.com/YSWVY
AI tools like @DeepLabCut and SuperAnimal are changing how scientists study movement, helping them understand how brain activity drives behavior. Read more: bit.ly/4qnX7JF @TrackingActions
@Debra_Brown_ You can; please see all our demo notebooks for examples: deeplabcut.github.io/DeepLabCut/exa…
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/DeepLabCut/doc… SOTA model Guide🔥: deeplabcut.github.io/DeepLabCut/doc…
@Nyktofob running a @DeepLabCut workshop for Heidelberg Open Lab!
2/ Fear conditioning often scores a single behavior: freezing. We went further. 82 mice (2 cohorts). Early life stress (limited bedding and nesting). 🐭 @DeepLabCut , #SimBA & #keypointMoSeq to capture the full behavioral repertoire.
This week, our PhD student @mrc_canela has led a on-site course on @DeepLabCut in the @HMar_research and @the_prbb where students from different institutions could learn why and how to use DLC for behavioral analysis. A good way to close before the summer break!
Last week we did the DeepLabCut Residency AI workshop at the Institute of Neurobiology @UNAMINB. Lots of participants ready to take their DLC skills to the next level. #DeepLabCutResidencyAI2025 #MexicoHub #DeepLabCut
Visited Tiohtià:ke for @DeepLabCut workshop hosted by AI Resident & marmoset researcher @Jiayue__Yang Played with SuperBird on many birds my husband & I saw while birding there eg Kéntsiakś/kentsiakária’as. Parks & islands there have deep Indigenous histories needing justice.
Today was the second day of the @DeepLabCut AI Residency at the Buenos Aires Hub in @Exactas_UBA! 🥰🥳🙌 Inspired by the impact of the ROV @geppaibiomar , we chose to track a crab captured by @SchmidtOcean in its natural environment 🦀🌊
The 2025 AI Residency Hub in Argentina is live!!! Apply now ⬇️
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/YXoFNg7NUeYiT3… 📆 Aplicaciones abiertas hasta el 25/7 🚨 Cupos limitados ¡Te esperamos!
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
✨ We are super thrilled to announce the #DeepLabCut AI Residents for 2025! They are hosting workshops around the 🌎 this winter/summer 🇲🇽🇦🇷🇨🇦🇪🇸: deeplabcutairesidency.org/our-team Meet Alejandro, Juliana, Sabrina, Jiayue & Marc! Many thanks to @KavliFoundation @cziscience for support!
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