DeepLabCut
DeepLabCut
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DeepLabCut AI Residency 2024! 🎓💜
DeepLabCut AI Residency 2024❤️
Check out the 2024 Video, where this year's residents share their experiences and showcase their submission videos!
🚀 Dive into our DeepLabCut AI Residency Program by visiting our official website: www.deeplabcutairesidency.org.
Stay tuned for the next call launching in October 2025 (that's right, in Summer 2025 we are taking the program on the road ... but are back for Summer 2026 in Geneva)! 🚀
🙋‍♀️🙋‍♂️ Meet our 2024 DeepLabCut AI Residents in our latest Medium article:deeplabcut.medium.com/exploring-the-future-meet-the-visionary-minds-of-the-deeplabcut-ai-summer-residency-2024-863cdf79cd8c
🐭 Learn more about DeepLabCut by visiting the official site: www.deeplabcut.org.
มุมมอง: 294

วีดีโอ

DeepLabCut 3.0 🔥 - Using PyTorch in the GUI!
มุมมอง 1.1K2 หลายเดือนก่อน
🚀 In the summer of 2024 we released the alpha release of the new DLC3 PyTorch deep learning backend! The core-dev team also released an updated GUI to aid users in jumping in.... 💜 The 2024 AI Residents (special thanks to resident Anna Stuckert alongside our DLC Community Manager ,Tim Kousi), started using DLC3 and made this great video to help you get up to speed! Enjoy 🔥
New GUI tutorial (covering version 2.3.8+)
มุมมอง 8K11 หลายเดือนก่อน
Check out a new tutorial covering the latest advances in our GUI! Useful links: DeepLabCut on Github: github.com/DeepLabCut/DeepLabCut - Get started with DeepLabCut: deeplabcut.github.io/DeepLabCut/docs/UseOverviewGuide.html - The DeepLabCut Graphical User Interface (GUI): deeplabcut.github.io/DeepLabCut/docs/PROJECT_GUI.htm How to use napari-deeplabcut for efficient annotation: deeplabcut.gith...
Annotation & Labeling keypoints with napari-deeplabcut 💜
มุมมอง 7Kปีที่แล้ว
If you use DeepLabCut, or want a stand-alone keypoint labeler, check out the new napari-deeplabcut annotation tool in this quick demo video! Docs: deeplabcut.github.io/DeepLabCut/docs/napariGUI.html See the source code at: github.com/DeepLabCut/napari-deeplabcut Main code: github.com/DeepLabCut
DeepLabCut AI Residency 2023! 💜🌸
มุมมอง 655ปีที่แล้ว
Check out the 2023 Video, where the residents reflect on the program and show you their submission videos! 🚀 Explore our DeepLabCut AI Residency Program at our official website: www.deeplabcutairesidency.org/. A New call will launch in October 2023! 🚀 🙋‍♀️🙋‍♂️Get acquainted with our 2023 DeepLabCut AI Residents in our Medium article: deeplabcut.medium.com/deeplabcut-ai-residents-2023-meet-our-r...
Using the SuperAnimal model(s) in the DeepLabCut GUI!
มุมมอง 2.6Kปีที่แล้ว
- this video demonstrates how to use the pretrained SuperAnimal model for "TopViewMouse" from the paper SuperAnimal models pretrained for plug-and-play analysis of animal behavior. Shaokai Ye, Anastasiia Filippova, Jessy Lauer, Maxime Vidal, Steffen Schneider, Tian Qiu, Alexander Mathis, Mackenzie Weygandt Mathis* arxiv.org/abs/2203.07436# - open source video of a mouse in the open field test f...
2022 DeepLabCut AI Residency 2022! 🔥🎓
มุมมอง 1.1Kปีที่แล้ว
This is an intro video to the residents from their own submission videos!
maDeepLabCut is Published in Nature Methods 🎉
มุมมอง 2K2 ปีที่แล้ว
www.nature.com/articles/s41592-022-01443-0 Estimating the pose of multiple animals is a challenging computer vision problem: frequent interactions cause occlusions and complicate the association of detected keypoints to the correct individuals, as well as having highly similar looking animals that interact more closely than in typical multi-human scenarios. To take up this challenge, we build o...
How to install DeepLabCut in 3 minutes
มุมมอง 18K3 ปีที่แล้ว
Follow along: deeplabcut.github.io/DeepLabCut/docs/installation.html Want to install DeepLabCut? - All you need is python installed (see anaconda.com for a simple install), and open the program "terminal" or "anaconda prompt" on your computer! Then, follow the video. Happy DeepLabCutting! 💜
CV4Animals @ CVPR 2021 | Mackenzie Mathis, PhD (EPFL)
มุมมอง 4K3 ปีที่แล้ว
Here is my keynote talk at CV4Animals at CVPR 2021. I discuss our work on animal pose estimation, and how #DeepLabCut, the first tool for animal pose estimation, has grown into the leading tool in life sciences for animal tracking, and giving you state-of-the-art performance. I discuss open questions & challenges, and how we are working towards robust pose estimation across species. Thanks for ...
Mathis, Biasi et al: Pretraining boosts out-of-domain robustness for pose estimation. WACV 2021
มุมมอง 2.4K3 ปีที่แล้ว
Neural networks are highly effective tools for pose estimation. However, as in other computer vision tasks, robustness to out-of-domain data remains a challenge, especially for small training sets that are common for real-world applications. Here, we probe the generalization ability with three architecture classes (MobileNetV2s, ResNets, and EfficientNets) for pose estimation. We developed a da...
DeepLabCut-Live! Real-time DeepLabCut for online feedback
มุมมอง 5K4 ปีที่แล้ว
see more here: deeplabcut.org www.biorxiv.org/content/10.1101/2020.08.04.236422v1
DLC course, Module 2: deep neural networks
มุมมอง 3.4K4 ปีที่แล้ว
DLC course, Module 2: deep neural networks
Model Zoo: DeepLabCut Labeling App!
มุมมอง 4.7K4 ปีที่แล้ว
demo video for the new DLC web-based labeling app - public release soon! Developed as part of the DLC Summer 2020 course by Mathis Lab and Mathis group members, Steffen Schneider & Maxime Vidal. www.mackenziemathislab.org | www.mathislab.org
multi-animal pose estimation and tracking with DeepLabCut
มุมมอง 5K4 ปีที่แล้ว
multi-animal pose estimation and tracking with DeepLabCut
DeepLabCut 2.2: how to use the refine tracklets GUI!
มุมมอง 7K4 ปีที่แล้ว
DeepLabCut 2.2: how to use the refine tracklets GUI!
DeepLabCut 2.2: refine tacklets GUI, Part II!
มุมมอง 2.8K4 ปีที่แล้ว
DeepLabCut 2.2: refine tacklets GUI, Part II!
EVAL miniCLIP
มุมมอง 1.2K4 ปีที่แล้ว
EVAL miniCLIP
DeepLabCut 2.2 / maDeepLabCut multi-animal support
มุมมอง 21K4 ปีที่แล้ว
DeepLabCut 2.2 / maDeepLabCut multi-animal support
Using maDLC/ DeepLabCut 2.2 with a *single animal*
มุมมอง 16K4 ปีที่แล้ว
Using maDLC/ DeepLabCut 2.2 with a *single animal*
DeepLabCut - Skeleton Builder
มุมมอง 8K4 ปีที่แล้ว
DeepLabCut - Skeleton Builder
DeepLabCut Model Zoo! How to use COLAB in less than 5 min!
มุมมอง 9K4 ปีที่แล้ว
DeepLabCut Model Zoo! How to use COLAB in less than 5 min!
DeepLabCut Installation How To: testing your DLC installation w/ testscript.py
มุมมอง 19K4 ปีที่แล้ว
DeepLabCut Installation How To: testing your DLC installation w/ testscript.py
DeepLabCut: navigate the documentation!
มุมมอง 8K4 ปีที่แล้ว
DeepLabCut: navigate the documentation!
Tutorial for DeepLabCut Google COLAB DEMO!
มุมมอง 13K4 ปีที่แล้ว
Tutorial for DeepLabCut Google COLAB DEMO!
maDeepLabCut - Sneak Peek labeling DEMO
มุมมอง 2.5K4 ปีที่แล้ว
maDeepLabCut - Sneak Peek labeling DEMO
DeepLabCut 2.1- Benchmark your neural networks.
มุมมอง 8K5 ปีที่แล้ว
DeepLabCut 2.1- Benchmark your neural networks.
DeepLabCut Project Manager GUI: Tutorial
มุมมอง 33K5 ปีที่แล้ว
DeepLabCut Project Manager GUI: Tutorial
DeepLabCut 3D Demo
มุมมอง 12K5 ปีที่แล้ว
DeepLabCut 3D Demo
DeepLabCut COLAB Demo: how to quickly set up Google Colab + Drive to start training
มุมมอง 13K5 ปีที่แล้ว
DeepLabCut COLAB Demo: how to quickly set up Google Colab Drive to start training

ความคิดเห็น

  • @catherinewatson9137
    @catherinewatson9137 7 วันที่ผ่านมา

    Thanks for the Tutorial video. But why my labeled video generated in the last step shows no labels and the plots in plots-poses fold shows also nothing?

  • @swethakrishnaavula3181
    @swethakrishnaavula3181 3 หลายเดือนก่อน

    does this video have any audio??I am not able to hear

  • @vedantvajre7167
    @vedantvajre7167 4 หลายเดือนก่อน

    Thank you for the tutorial! I have a quick question. Regarding the single animal version, is there a way within deeplabcut to create a bounding box around the animal without cropping? Something like a rectangle that encompasses the animal in question throughout the video.

  • @davidt9691
    @davidt9691 4 หลายเดือนก่อน

    @deeplabcut7702, At time 6:26, you encountered an error and then, without any explanation, jumped to the-issue-is-solved part by going to the new folder called 'demo (copy)'. It would be greatly appreciated if you could explain why you did this. Did you do everything from scratch (labeling and refining) or remove the demo-labeled folder or anything else? I encountered the same error and am unsure where I made a mistake.

  • @junjiewang240
    @junjiewang240 5 หลายเดือนก่อน

    when i use label frame function. I met the problem: AttributeError: 'KeypointControls' object has no attribute '_color_grp' . How can i slove it?

  • @daddabrando3594
    @daddabrando3594 5 หลายเดือนก่อน

    Hi, wich version of python and tensorflow is the best for deeplabcut?

  • @vishaaljamched8100
    @vishaaljamched8100 9 หลายเดือนก่อน

    Greatly appreciate the updated video! Was very easy to follow!

  • @pablomatamala2690
    @pablomatamala2690 10 หลายเดือนก่อน

    Thanks for the work. I have a question (rather I need help). When I try to train the network, deeplabcut stops (the prompt says "UNKNOWN ERROR (303)" and then the or_imp.cc:82] shows "Allocation of 121264128 exceeds 10% of free system"). I try to set iterations to 1000 and saved iterations to 100 and I still get that error. Is it a problem with my computer characteristics? How can I fix it? By modifying some other parameter? Thank you.

  • @DEVVAIBHAV
    @DEVVAIBHAV 10 หลายเดือนก่อน

    @DeepLabCut: What does the "quick" labeling mode do?

  • @DEVVAIBHAV-q7v
    @DEVVAIBHAV-q7v 10 หลายเดือนก่อน

    @DeepLabCut: What does the "quick" labeling mode do?

  • @gazelle.tahmasebi
    @gazelle.tahmasebi 10 หลายเดือนก่อน

    Hello! This is a great help! Appreciate it! Can you please show us how we can add to the skeleton subdivisions?

  • @gerriklabra8962
    @gerriklabra8962 10 หลายเดือนก่อน

    Thank you so much

  • @gerriklabra8962
    @gerriklabra8962 10 หลายเดือนก่อน

    Thank you very much for the updated video. This saved me a lot of headache because articles are sometimes written YEARS ago, before napari was introduced.

    • @ayshabdul9329
      @ayshabdul9329 10 หลายเดือนก่อน

      Using DLC with cluster ?

    • @gerriklabra8962
      @gerriklabra8962 10 หลายเดือนก่อน

      Could you please also make an updated guide on using the GUI for multiple cameras?

  • @vanessalopez3650
    @vanessalopez3650 11 หลายเดือนก่อน

    How long would this take on a single animal, 10 minute video? Trying to run it as shown but not sure if it should finish this quickly or if I should wait a substantial amount of time

  • @ChukwuemekaOchieze
    @ChukwuemekaOchieze 11 หลายเดือนก่อน

    Hey thanks alot for the tutorial. Is there a way to save the trained model as a .pb file using the dlc gui and dlc-live gui?

    • @timkousi5581
      @timkousi5581 11 หลายเดือนก่อน

      Hello👋! The model is saved automatically in the dlc models folder. You can save multiple snapshots during one training session (just change the parameters before hitting start). The type of files though is fixed.

    • @ChukwuemekaOchieze
      @ChukwuemekaOchieze 10 หลายเดือนก่อน

      Hi , thanks for the reply but the file doesn't save as a .pb file. I need the file for dlc-live training.

    • @mackenziemathis8172
      @mackenziemathis8172 10 หลายเดือนก่อน

      No, currently you need to use the model_export function as described in Kane et al 2020 elife!

  • @suhbbo
    @suhbbo 11 หลายเดือนก่อน

    Thank you so much for the helpful tutorial! I've been benefiting a lot from it. However, I have one question. Could you please explain how you added the skeleton during the transition from 1:31 seconds to 1:32 seconds? When I select the skeleton and press 'insert,' it doesn't look like the screen at 1:35 seconds.

    • @shubh0s
      @shubh0s 10 หลายเดือนก่อน

      You can use any text editor and edit the config.yaml file to fill-in your required params and values. Once saved, they will appear appropriately in the dlc editor.

  • @shawnhsu5006
    @shawnhsu5006 ปีที่แล้ว

    DeepLabCut only provides RMSE values for reference. I would like to know if there are other methods to obtain additional accuracy metrics, such as mAP and OKS values. How can I do?

  • @杨佳-g3n
    @杨佳-g3n ปีที่แล้ว

    gui miss keypoint slcetion

    • @mackenziemathis8172
      @mackenziemathis8172 ปีที่แล้ว

      Please update today, it was a bug for 24 hours that was fixed :)

  • @oolong49
    @oolong49 ปีที่แล้ว

    Hi your videos are amazing can I ask you a few questions?

    • @oolong49
      @oolong49 ปีที่แล้ว

      If I want to check how many times a cat opened its mouth in a video, can I check the number of times using deeplabcut?

  • @AnmolKumar-so8lh
    @AnmolKumar-so8lh ปีที่แล้ว

    Thanks a lot

  • @timkousi5581
    @timkousi5581 ปีที่แล้ว

    A great resource for anyone planning to apply for the DLC residency!

  • @송성우-h3i
    @송성우-h3i ปีที่แล้ว

    Can i use multi animal, 3d, realtime?

  • @chentean206
    @chentean206 ปีที่แล้ว

    How to connect the camera in real-time using DeepLabCut?

    • @samyou6552
      @samyou6552 3 หลายเดือนก่อน

      camera capture

  • @faceprofesor
    @faceprofesor ปีที่แล้ว

    Nice. I have a question: What about when more than one animal in the video?

    • @shaokaiye4497
      @shaokaiye4497 ปีที่แล้ว

      We will support multi animal in future release!

  • @ninasayswhat
    @ninasayswhat ปีที่แล้ว

    After entering the python -m DeepLabCut I get and error with no module named tensorflow?

    • @AryanKilaru
      @AryanKilaru ปีที่แล้ว

      I am getting the same error? Were you able to solve it?

  • @yoguimasterof69
    @yoguimasterof69 ปีที่แล้ว

    cool! :)

  • @kayrod97
    @kayrod97 ปีที่แล้ว

    This may be a very simple error, but I am very new to coding. I believe I have successfully downloaded deeplabcut on my Mac but when I try to open the GUI I get an error that "pythonw" does not exist. If I try simply executing with python -m deeplabcut I get: "Plugin uses incompatible Qt library (5.15.0) [release] qt.qpa.plugin: Could not find the Qt platform plugin "cocoa" in "" This application failed to start because no Qt platform plugin could be initialized. Reinstalling the application may fix this problem." Any suggestions?

  • @varan7859
    @varan7859 2 ปีที่แล้ว

    Wow

  • @edisonluo6791
    @edisonluo6791 2 ปีที่แล้ว

    hello there,I am a newer with DLC,actually I was quite confusing about the step to create a skeleton in that config file(in pycharm),editing the skeleton connection point first or connect the bodypart in the GUI then form a skeleton connection point automatically in the config file?

    • @manavshardha8586
      @manavshardha8586 2 ปีที่แล้ว

      did you ever figure out how the config file should look?

    • @LaBooticusMcGee
      @LaBooticusMcGee 2 ปีที่แล้ว

      I'm also confused on how to edit the config file. Did you ever figure it out?

    • @manavshardha8586
      @manavshardha8586 2 ปีที่แล้ว

      @@LaBooticusMcGee I opened the file manually as the GUI doesn't work properly and edited the skeleton accordingly

  • @menavhs
    @menavhs 2 ปีที่แล้ว

    Your video not only help to install DeepLabCut but also, some other SW. Thanks!

  • @jackcallaway7976
    @jackcallaway7976 2 ปีที่แล้ว

    I am trying to install DeepLabCut on my MacBook Air but keep running into an error when trying to create the environment. I am running this through Anaconda using Python (3.9) like it was recommended. The error message says: [Could not build wheels for opencv-python, which is required to install pyproject.toml-based projects]. Do you have any idea how to fix this?

  • @_noirja
    @_noirja 2 ปีที่แล้ว

    The link is broken!

    • @deeplabcut7702
      @deeplabcut7702 2 ปีที่แล้ว

      fixed, thank you!! github.com/DeepLabCut/DeepLabCut/tree/master/examples/COLAB

  • @ACHENZI
    @ACHENZI 2 ปีที่แล้ว

    hey it didn't recognize the 'conda' command. do you know why? you have an idea? thanks

  • @jingwang453
    @jingwang453 3 ปีที่แล้ว

    When I testing the examples. It goes to break with this error. How should I resolve it? failed at ..\..\src\common\intl.cpp(1579) in wxLocale::GetInfo(): You probably called setlocale() directly instead of using wxLocale and now there is a mismatch between C/C++ and Windows locale. Things are going to break, please only change locale by creating wxLocale objects to avoid this!

  • @stephenrurul8065
    @stephenrurul8065 3 ปีที่แล้ว

    thank you,cool

  • @stephenrurul8065
    @stephenrurul8065 3 ปีที่แล้ว

    Excuse me,how to use the version of the deeplabcut-gpu now?

    • @mackenziemathis8172
      @mackenziemathis8172 3 ปีที่แล้ว

      it is all in the same YAML! :) so just install the one we provide!

    • @stephenrurul8065
      @stephenrurul8065 3 ปีที่แล้ว

      @@mackenziemathis8172 thank you

  • @mehmetyucelsartas5447
    @mehmetyucelsartas5447 3 ปีที่แล้ว

    Hello Sir ! Can I use deeplabcut each times without labelling frames ? I mean can I implement neural network to each video ?

  • @maximilianovietri2666
    @maximilianovietri2666 3 ปีที่แล้ว

    Thank you very much for the tutorial. I managed to install DeepLabCut successfully thanks to it. However, when I call the "python -m deeplabcut" command to open the program, I get an error. wx._core.wxAssertionError: C ++ assertion "strcmp (setlocale (LC_ALL, NULL)," C ") == 0" failed at .. \ .. \ src \ common \ intl.cpp (1579) in wxLocale :: GetInfo ( ): You probably called setlocale () directly instead of using wxLocale and now there is a mismatch between C / C ++ and Windows locale. Things are going to break, please only change locale by creating wxLocale objects to avoid this! Do you think you can help me? Thanks

  • @nancyagarwal2796
    @nancyagarwal2796 3 ปีที่แล้ว

    hi. does it work only for mouse or other animals also?

    • @jeremybrown6942
      @jeremybrown6942 2 ปีที่แล้ว

      It works with many other animals.

  • @anthonycreativo6226
    @anthonycreativo6226 3 ปีที่แล้ว

    Excuse me, the file won't let me download it, it opens a page and then it closes and the file won't download.

    • @deeplabcut7702
      @deeplabcut7702 3 ปีที่แล้ว

      no problem - you can also get the same file here: github.com/DeepLabCut/DeepLabCut/tree/master/conda-environments

    • @anthonycreativo6226
      @anthonycreativo6226 3 ปีที่แล้ว

      @@deeplabcut7702 thank you

  • @sm818
    @sm818 3 ปีที่แล้ว

    Hi, thank you very much, Do we have to wait for the training to finish to have results? for me it is still running, more than 24 hours ago for a 15 min video

  • @sm818
    @sm818 3 ปีที่แล้ว

    hello, I have this ERROR: DLC loaded in light mode, you cannot use any GUI (labeling, relabeling and standalone GUI) ??? some one can help me!

    • @deeplabcut7702
      @deeplabcut7702 3 ปีที่แล้ว

      not an error; indeed you cannot use the GUI on colab - you need to locally label your data

    • @sm818
      @sm818 3 ปีที่แล้ว

      @@deeplabcut7702 ok thanks, I would like to used "deeplabcut.label_frames" on my computer but I have this errror AttributeError: module 'deeplabcut' has no attribute 'label_frames'

  • @vincenthuang9135
    @vincenthuang9135 3 ปีที่แล้ว

    Apologies if this sounds dumb, but when I load up the GUI and create a new project I do not see a Edit Config button (nor a Help or Reset button for that matter). I wasn't sure how to proceed with the rest of the tutorial. My DLC version is also updated to the latest version.

    • @deeplabcut7702
      @deeplabcut7702 3 ปีที่แล้ว

      odd! Can you drag the bottom right corner to make it larger? It is at the very bottom

    • @vincenthuang9135
      @vincenthuang9135 3 ปีที่แล้ว

      @@deeplabcut7702 That fixed the issue. Thanks so much!

  • @sm818
    @sm818 3 ปีที่แล้ว

    thank you very much, great job

  • @radak1257
    @radak1257 3 ปีที่แล้ว

    when I type in deeplabcut.launch_dlc(), it immediately says "This program needs access to the screen. Please run with a Framework Build of python.." any advice on how to fix that?

    • @deeplabcut7702
      @deeplabcut7702 3 ปีที่แล้ว

      Yes! check out issues, but simply use pythonw -m deeplabcut in your terminal! not ipython on mac

  • @radak1257
    @radak1257 3 ปีที่แล้ว

    When creating a project, it says "no valid videos were found. The project was not created...", what is causing this?

    • @sm818
      @sm818 3 ปีที่แล้ว

      the code and the files must be in the same folder!

    • @radak1257
      @radak1257 3 ปีที่แล้ว

      @@sm818 I appreciate the response, thank you. I'm new to coding, do you mind explaining a bit more?

  • @kekelfarias90
    @kekelfarias90 3 ปีที่แล้ว

    I don't have good English and the music makes it very difficult to understand.

  • @chomchabachunakiat6189
    @chomchabachunakiat6189 3 ปีที่แล้ว

    TypeError: analyze_videos() got an unexpected keyword argument 'allow_growth' How do I fix it?

  • @Greg-cw7mp
    @Greg-cw7mp 3 ปีที่แล้ว

    Thank you!

  • @nikitakuznetsov1450
    @nikitakuznetsov1450 3 ปีที่แล้ว

    Just out of curiosity, how long does it take to train the network demonstrated here? My computer is taking a long time (showing iteration 5000 after about 2.5 h).

    • @deeplabcut7702
      @deeplabcut7702 3 ปีที่แล้ว

      runs times are in the Nature Protocol paper; but depends on your GPU and frame size; typically 6-12 hours