@DeepLabCut
Account based inSwitzerland
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Python package for markerless pose estimation 4 animals (including humans) | free, open code
Switzerland
Joined February 2019
- Tweets2.3K
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🌎 Home Page: deeplabcut.org
📚Docs: deeplabcut.github.io/DeepLab…
🛠️ Install: pip install 'deeplabcut[gui,tf]'
🐿 Model Zoo: modelzoo.deeplabcut.org
∞ Learn DeepLabCut - Free Online Course: view.genial.ly/5fb40a49f8a0e…
👩🏾💻👨💻 DeepLabCut AI Residency: deeplabcutairesidency.org/
DeepLabCut 🦄 retweeted
☆研究成果☆
AIで魚の「バランス喪失」を自動検出
温度への強さを客観的に測る新システムを開発
▼プレスリリース
nagoya-u.ac.jp/researchinfo/…
▼論文
doi.org/10.1038/s41598-026-6…
#中山友哉 #トランスフォーマティブ生命分子研究所 #生命農学研究科 #メダカ #温度耐性 #行動解析 #DeepLabCut #AI
DeepLabCut 🦄 retweeted
Using dual-color two-photon imaging, we monitored direct-pathway (dSPN) and indirect-pathway (iSPN) neurons simultaneously in awake behaving mice in baseline, parkinsonian, and dyskinetic conditions, with and without treatments @DeepLabCut
DeepLabCut 🦄 retweeted
Thrilled to share our new paper in Current Biology! We combined automated behavioral tracking via @DeepLabCut with single-neuron DNA damage analysis to reveal how light pollution disrupts both sleep and genomic stability in reef fish schools.🐠 Link in the comments ⏬️
DeepLabCut 🦄 retweeted
🎂🥳 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
This is easily available within DeepLabCut!
deeplabcut.github.io/DeepLab…
🚨 ✨ 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
DeepLabCut 🦄 retweeted
KiMA takes standard tracking output from @DeepLabCut and gives you a suite of analysis options in a web-interface that’s basically plug and play!
🎂🥳 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
DeepLabCut 🦄 retweeted
🥳 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
DeepLabCut 🦄 retweeted
🚨 ✨ 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
DeepLabCut 🦄 retweeted
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🧐
発展として高精度な解析を自分で実装する方法や，委託解析もご紹介します😀
💻購入者特典として、プログラムコードがダウンロードできます
yodosha.co.jp/jikkenigaku/bo…
※書店店頭に並ぶまでに時差があります。
DeepLabCut 🦄 retweeted
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/10.64898…
DeepLabCut 🦄 retweeted
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!
DeepLabCut 🦄 retweeted
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
DeepLabCut 🦄 retweeted
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
DeepLabCut 🦄 retweeted
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.
DeepLabCut 🦄 retweeted
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!
DeepLabCut 🦄 retweeted
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
DeepLabCut 🦄 retweeted
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.
DeepLabCut 🦄 retweeted
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 🦀🌊
