OpenPose + Torchvision + YoloV7 + Mediapipe

Поделиться
HTML-код
  • Опубликовано: 29 ноя 2024

Комментарии • 12

  • @ximemzo
    @ximemzo 9 месяцев назад +7

    Thanks to this video I literally can save my thesis

  • @dajiangwei2410
    @dajiangwei2410 6 месяцев назад +3

    Came for mediapipe fps discussion, stayed for gymastics.

  • @30.0sec
    @30.0sec 3 месяца назад

    This is what I want. Thanks.

  • @BiponRoy
    @BiponRoy 3 месяца назад

    Great stuff, thanks pal

  • @魏士勛-b9m
    @魏士勛-b9m 15 дней назад

    May I ask you some questions if it’s convenient?

    • @powerer5651
      @powerer5651  15 дней назад +1

      I don't remember this project that well since I did it almost 2 years ago, but you can give it a try.

    • @魏士勛-b9m
      @魏士勛-b9m 15 дней назад

      ⁠ Thank you for your reply. I want to compare the fps and accuracy of openpose and mediapipe, but I still can't install openpose. I want to ask if you still remember how to install openpose.

    • @powerer5651
      @powerer5651  14 дней назад +1

      ​@@魏士勛-b9m To be honest. it was the hardest model to install. It requied to compile it from sources, but I did not succeed. When I found somewhere (link under video on youtube, I guess or something like that) precompiled version with working code samples (for windows) and used it in my project.
      May be that will be usefull, because I found it in my youtube history: ruclips.net/video/4FZrE3cmTPA/видео.html
      This model requires old version of libs, so make sure you installed correct versions of them.
      Also, you could download official build from openpose git and just use it with help of the openpose wrapper.
      Good luck :)

    • @魏士勛-b9m
      @魏士勛-b9m 11 дней назад

      @@powerer5651 Got it! I’ll look into it further. Thank you so much for your response!

  • @mihlimirserpent1589
    @mihlimirserpent1589 Месяц назад

    which one is so good ? what do you think ?

    • @powerer5651
      @powerer5651  Месяц назад +1

      I did my thesis on this topic more than a year ago, and things could have changed a lot during this time. But if we go by what was a little over a year ago, then the best options in terms of accuracy are:
      Mediapipe:
      - If you need to classify the pose of only one person in the frame.
      - If you need three-dimensional coordinates of a person.
      - If your hardware is weak.
      YoloV7:
      - If you need to classify the pose of more than one person in the frame.
      - If you need two-dimensional coordinates of a person.

    • @oMEGa7420
      @oMEGa7420 17 дней назад

      @@powerer5651 hey, I have a question: I want to track ppl from above. so my cam is tilted 90° and pointing at the ground. I tried it with tensorflow.js and it didnt recognize my 3D model. It worked fine, while the cam had a ~75° tilt but after that it lost all landmarks. End goal would be to track 4 persons in real time for a game. So 2D coordinates and only shoulders and head position (maybe hands/gestures later). Which model would you recomend?