Football Players Pose Estimation | YOLOv7 | Google Colab | step-by-step Tutorial

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  • เผยแพร่เมื่อ 6 ต.ค. 2024

ความคิดเห็น • 41

  • @cecijos
    @cecijos ปีที่แล้ว +1

    Delighted to see the tutorial. Thanks for sharing Piotr!

    • @SkalskiP
      @SkalskiP  ปีที่แล้ว

      Thank you very much :) Feel free to subscribe. New Kaggle competition is up: www.kaggle.com/competitions/nfl-player-contact-detection and I'll most likely drop some video about it soon :)

  • @dukezacks
    @dukezacks 8 หลายเดือนก่อน

    Your work is truly exceptional, and I greatly admire it. I'm optimistic that, in time, you will skillfully implement animal 3D pose estimation using YOLO. Keep up the remarkable work!

  • @jekaterinajaroslavceva3722
    @jekaterinajaroslavceva3722 6 หลายเดือนก่อน

    Awesome video and project, thank you for sharing!

  • @krzysztofkosecki
    @krzysztofkosecki ปีที่แล้ว +2

    Great job! Happy to help ;)

    • @SkalskiP
      @SkalskiP  ปีที่แล้ว +1

      Thank you very much once again! Respect for those mad skills!

  • @ShravanKumar147
    @ShravanKumar147 ปีที่แล้ว +2

    Great @Skalski, keep doing suc amazing projects, --- subscribed for more...

    • @SkalskiP
      @SkalskiP  ปีที่แล้ว +1

      You made my day! I'll do my best :) Thank you!

  • @ssaniljainn
    @ssaniljainn ปีที่แล้ว

    Came here after I saw a LinkedIn post of you! Great work!

  • @itayhilel2168
    @itayhilel2168 ปีที่แล้ว +1

    let's go!!!!! love this !!

    • @SkalskiP
      @SkalskiP  ปีที่แล้ว

      It is so nice to hear that! 💥

  • @max-ghadri
    @max-ghadri ปีที่แล้ว +1

    Awesome, we want more videos :)

    • @SkalskiP
      @SkalskiP  ปีที่แล้ว

      Thanks a lot. I'm doing my best, but I have a lot to do at work. If you want to watch my videos, you can do it on the Roboflow channel: www.youtube.com/@Roboflow. I usually produce one video a week there.

  • @leonidas1983
    @leonidas1983 10 หลายเดือนก่อน

    great explanation! cool 😎

  • @ldomina9449
    @ldomina9449 ปีที่แล้ว +1

    Awesome!
    Thank you for sharing your code :)
    Can I ask you which camera did you use?
    I want to try your project too, and I wonder each scene matches in same timestamp when you put two videos for estimating correct 3d data.

  • @jordils6911
    @jordils6911 ปีที่แล้ว +2

    @Skalski, that looks so nice! Would it work in real time using two live video streams?

    • @SkalskiP
      @SkalskiP  ปีที่แล้ว +1

      Thank you! This is actually very good question. With current setup I got 3 FPS on Tesla T4, so we would need to get a lot more efficient. But I think that combination of smaller model and more powerful GPU could bring us to 20 FPS

  • @welsonfy5246
    @welsonfy5246 ปีที่แล้ว

    Very good job! Can we send in .bvh format the result of the animation?

  • @asdfds6752
    @asdfds6752 ปีที่แล้ว +1

    Great work! I have been working on a very similar project, but done live for multiusers at around 15fps. I was wondering how do you fuse the info from the 2 cameras in the 3d model? Do you know the position of each camera? Or one camera relative to the other?

    • @SkalskiP
      @SkalskiP  ปีที่แล้ว

      I open sourced the code. But I'm working on a blog post right now. Any specific stuff that you'd like to read about?

    • @asdfds6752
      @asdfds6752 ปีที่แล้ว +1

      @@SkalskiP it would be great to have some details on your 3D modeling for positioning the 17 joints in space.
      I understand you have some relative solution, where you preset the size (height) of the model to 1000. I am interested in a 3D positioning in space of the joints with a given coordinate origin. I was wondering if you have some insights or thoughts on that.

    • @SkalskiP
      @SkalskiP  ปีที่แล้ว

      @@asdfds6752 Yes I try to calibrate both models to the same pre set dimensions. I’ll try to include that on blog. I should be sharing that link this week on LI.

    • @moses5407
      @moses5407 ปีที่แล้ว +1

      ​@@SkalskiP please post a link to that blog article. Thanks!

    • @SkalskiP
      @SkalskiP  ปีที่แล้ว

      @@moses5407 hi! I'm still working on it... have 500-600 words already. But have so much work, I don't have time to finish. :/ Sorry for that.

  • @madeshprasadc2551
    @madeshprasadc2551 ปีที่แล้ว +1

    can you make a tutorial on tracking objects in multiple cameras?

    • @SkalskiP
      @SkalskiP  ปีที่แล้ว +1

      Just so I understand. You mean object detection tracking or key points tracking?

    • @madeshprasadc2551
      @madeshprasadc2551 ปีที่แล้ว +1

      @@SkalskiP tracking the object, for example, if person is captured in a camera lets say he has ID 1, he should be tracked by other camera with same ID.

    • @SkalskiP
      @SkalskiP  ปีที่แล้ว +1

      @@madeshprasadc2551 understood! Sounds like interesting video to do. Let me think about it. For now I have my hands full with deep fake video.

    • @madeshprasadc2551
      @madeshprasadc2551 ปีที่แล้ว +1

      @@SkalskiP and a tutorial on how to train paddleOCR. model on custom data

  • @nathanaelhutama3277
    @nathanaelhutama3277 ปีที่แล้ว

    @Skalski, have u ever trained keypoint detection with other architecture (OpenPose, pifpaf, etc) but with custom dataset?
    I'm sry if my question is a little off topic hehe....

  • @JulerAnderson
    @JulerAnderson ปีที่แล้ว

    Hello, nice video! When I try to replicate the project, by doing the following:
    from utils.general import check_img_size
    from models.experimental import attempt_load
    It doesn't seem to recognize those files and it shows the following:
    Import "utils.general" could not be resolved(reportMissingImports)
    Import "models.experimental" could not be resolved(reportMissingImports)
    How can it be solved? Because after executing that block of code, it no longer allows to make a correct plot_image
    Can you help me please?

  • @audiofiabe4217
    @audiofiabe4217 6 หลายเดือนก่อน

    AMAZING

  • @welsonfy5246
    @welsonfy5246 ปีที่แล้ว

    Hi, how to access the site of your tutorial?

  • @ssaniljainn
    @ssaniljainn ปีที่แล้ว

    Do you think this can be done in Mediapipe?

  • @moses5407
    @moses5407 ปีที่แล้ว +1

    Do you do contract work?

    • @SkalskiP
      @SkalskiP  ปีที่แล้ว

      It depends on the contract and the work :)

    • @moses5407
      @moses5407 ปีที่แล้ว +1

      @@SkalskiP Haha! Good answer :). I'm interested in the possibility of taking this to a real time solution using 2 synced cameras and a fairly standard laptop (with GPU)

    • @SkalskiP
      @SkalskiP  ปีที่แล้ว

      @@moses5407 hm… I’d love to see that happening :) I’d say it should be possible.

    • @moses5407
      @moses5407 ปีที่แล้ว

      @@SkalskiP can you give me an estimate to do that work?

  • @binh8172
    @binh8172 ปีที่แล้ว +1

    great tutorial, i've been making a project about human pose estimation (just in case of study) and i am stucking in this field about yolov7 right now, i really need some help, how can i contact you

    • @SkalskiP
      @SkalskiP  ปีที่แล้ว

      Hi! You can reach out to me here: github.com/SkalskiP/sport/discussions/categories/q-a