🔥The 9th Round of Easy Loan, Earn $40 Reward is in progress❗️ ⏰ Promotion Period: January 15th - Feburary 15th, 2025 👉 Register now and check more details at gate.io/campaigns/358

And, a new release is out too :) including: - layer inf. feature request from Robert Haase ✅ - very powerful transformer model for 3D segmentation maxime ✅ github.com/AdaptiveMotorC…

🎉 #DLCAIResidency - Nirel & #teamMegaDLC 🔥 The team hooked up 💚MegaDetector+DeepLabCut 💜 and deployed it on 🤗! 📚 Read about it in the #cookbook: deeplabcut.github.io/DeepLabCut/doc… 𐂐 And hey, it's live, go test it out! Hugging Face App 🤗: huggingface.co/spaces/DeepLab…

🎉 #DLCAIResidencyWeek - Jonas Håkansson 🦇🦇 Jonas has been hard at work extending the napari-DLC GUI to include multi-cam labeling, & testing how to make robust models with unbalanced data (🦇 flying left->right). 📚how he solves it: #DLCBlog 🔥deeplabcut.medium.com/balancing-bats…

So many new labs starting this fall👏✨ #newPI pro tip: whatever time, money, and effort you invest in solid data management pipelines and git controlled code is worth it. When I started 5 years ago (today), it was a priority and it’s so, so worth it. #BetterCodeBetterResearch

Turns out loading models from the hub (or any other place) is ⚠️ NOT SAFE ⚠️ and opens you up to arbitrary code execution by an attacker🤯 Learn how to do it yourself (and how to protect against it) in this video: youtu.be/2ethDz9KnLk

🔥New #selfsupervised contrastive learning algorithm samples both discrete & continuous time series data, without any data augmentation needed, and leverages aux. variables — check out #cebra, which outperforms umap, tSNE, & piVAE on synthetic benchmarks. cebra.ai

Fantastic day at Campus Biotech to celebrate our new EPFL Neuro-X institute! Introduction by Martin Vetterli , followed by inspiring talks by J Rogers, T Denison, J Lee, R McIntosh, T Makin, Bloch Jocelyne & G Courtine. EPFL EPFL School of Engineering EPFL Computer and Communication Sciences EPFL Life Sciences

👀 it’s an exciting day! We released the first release candidate for 2.3 🔥 - a whole new GUI awaits you, and we await your feedback! - Welcome to the world, our first full napari🔬 + PySide2 product! deeplabcut.github.io/DeepLabCut/doc…

Join us in celebrating #ImagingTheFuture Week! If you’re an imaging scientist, share your favorite picture from an imaging project you enjoyed working on👇🏽

🐁🐘🐿🔥SuperAnimals for #Pose -No human labeling - Video analysis on over 45 species with only 2 global classes of animal pose models -If SA needs fine-tuning, its 10× more data efficient & 2X outperforms prior transfer learning 📝Shaokai Ye et al arxiv.org/abs/2203.07436 🧵⬇️

Image cropping is an efficient and yet often underestimated strategy against big-data problems 🍌🖥️🚀

🦓🦓🦓 #CEBRA is out 🎉🎉🎉 Check out the nature paper ⬇️ & the gorgeous code & resources built by current members Steffen Schneider @BenquetCelia Mackenzie Mathis, PhD EPFL EPFL Life Sciences 📚 how to use: cebra.ai/docs/usage.html 💻 install: cebra.ai/docs/installat… 📖nature.com/articles/s4158…

🎉 new preprint posted of potential interest, lead by talented masters student Cyril Achard: 🔥fully unsupervised 3D cell segmentation that is as good (or better) than leading supervised methods, with napari🔬 integration! 👏 biorxiv.org/content/10.110… ➕new 3D GT dataset ⬇️🧵

#CellSeg3D hits 85K downloads, and we’ve updated our preprint to add a few more key details and added new demo videos 🎥! Check out the demos from Cyril Achard and Sebastien Hausmann, PhD 🔥 youtu.be/3UOvvpKxEAo?fe… m.youtube.com/watch?v=U2a9Ib… biorxiv.org/content/10.110…