Computer Vision for Football Analysis in Python with Yolov8 & OpenCV

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  • Опубліковано 24 гру 2024

КОМЕНТАРІ • 66

  • @ahmedboulahia6033
    @ahmedboulahia6033 Рік тому +8

    Great content! The result is so professional 👏 👏

  • @marcounipd1836
    @marcounipd1836 4 місяці тому +3

    Searching for a video like this from months, great content!

  • @TauquirAhmed-pe2ou
    @TauquirAhmed-pe2ou 9 місяців тому +1

    Amazing project with great explanation

  • @hamidGghassrimanesh
    @hamidGghassrimanesh 11 місяців тому +2

    Amazing! Professional.❤

  • @MichaelMacDonald-im4bq
    @MichaelMacDonald-im4bq 6 місяців тому +9

    Kognia Sports Intelligence has built this 5 years ago, and has 4 global patents. In fact, not only does Kognia detect "events" and "physical" stuff, but also can detect 100s of tactical soccer movements (example: when players have movement behind the defensive line, etc.) it's very advanced!

  • @obsidian_fury33
    @obsidian_fury33 9 місяців тому

    Great work my man, thnx for the share.

  • @vivekgangurde9685
    @vivekgangurde9685 9 місяців тому

    Great work u have provided me great insight for my project its really helpful thank you 😊

  • @beattiewarren
    @beattiewarren 10 місяців тому

    Brilliant! Respect!

  • @abdelmajidkansoussi6904
    @abdelmajidkansoussi6904 8 місяців тому

    Great work Mr Hamza. Please upload more content

  • @mdriad4521
    @mdriad4521 8 місяців тому

    great man! we want more end to end project like this.

  • @bayda3695
    @bayda3695 9 місяців тому +1

    great work. can you upload the dataset to the Roboflow so we can download it easily?

  • @troysm2146
    @troysm2146 4 місяці тому +1

    where can i get other videos to use instead of the one you have linked is there any websites also do i have to use a certain fixed camera for the input video
    thanks in advance

  • @patrickmcc
    @patrickmcc 4 місяці тому

    Really insightful. Would this be possible with live streamed video of a match? If you were using the same fixed camera?

  • @minuanand6916
    @minuanand6916 8 місяців тому +2

    hello , I am stuck in an project where I have to track the movement of a cricket ball , so can you help me in that?

    • @samridhgoel752
      @samridhgoel752 7 місяців тому

      i also wanna build a something similar luke this in cricket, maybe we can help each other

  • @abrahamceviz
    @abrahamceviz 8 місяців тому

    Türksünüz herhalde. Aksanınız hoşuma gitti :) Dinlemek oldukça güzel sizi

  • @bayda3695
    @bayda3695 9 місяців тому +1

    can we use google colab or host the web application on a server with GPU to improve the tracking speed?

  • @fayylemeow
    @fayylemeow 2 дні тому

    hello sir, is this can be implemented in 9v9 and 7v7 mini soccer match? and if so do i need to adjust the field size etc?

  • @BALONESDEOROS
    @BALONESDEOROS 4 місяці тому

    hey bro, thanks for your video,. do you know an app to create and see the skills or goals from diferent angles?

  • @alirezaghasrimanesh2431
    @alirezaghasrimanesh2431 10 місяців тому

    amazing!

  • @fadytarek4711
    @fadytarek4711 Місяць тому

    Thank you for this video! Very interesting to me, if I have my own Input video how can I train the model to detect the players?

    • @MLWH
      @MLWH  25 днів тому

      To train your own model, you need to prepare a dataset for training a Yolo model.

  • @kappaebi6802
    @kappaebi6802 9 місяців тому

    Thank you for this video! Very interesting to me. Would you tell me how you got technical recording game? I want to get recent technical recording games in Premier League.

    • @MLWH
      @MLWH  9 місяців тому +1

      I only found a few recordings on youtube. I don't know where you can find more recent ones.

    • @kappaebi6802
      @kappaebi6802 9 місяців тому

      Thank you so much! I try to look for them.

  • @raylenders1858
    @raylenders1858 7 місяців тому

    Hey, good work reducing computing data when you reduced the homogenous matrix update frequency.

  • @BerkerTomac
    @BerkerTomac 10 місяців тому

    Thank you for this great content! Is it possible for you to share the datasets for Players and Keypoints, couldn't see them in your repository. Once again brilliant video.

    • @MLWH
      @MLWH  9 місяців тому

      I can't add the dataset to the Github repo because of its size. You can email me and I'll send you the dataset.

    • @ExitiumBD
      @ExitiumBD 9 місяців тому

      @@MLWH hey could i get the datasets aswel please

    • @wojciechwoszczek1484
      @wojciechwoszczek1484 9 місяців тому

      @@MLWH Hey, I've also send you an email with request of sharing the dataset :) I'm looking forward to hearing from you, your video inspired me!

    • @user-zw7zd3qv1w
      @user-zw7zd3qv1w 8 місяців тому

      ​@@wojciechwoszczek1484Did you receive the dataset?

    • @user-zw7zd3qv1w
      @user-zw7zd3qv1w 8 місяців тому

      ​@@ExitiumBDDid you receive the dataset?

  • @itsme100percentragnar
    @itsme100percentragnar Місяць тому

    what is the webapplication name that you used at first to show demo vedio??

    • @MLWH
      @MLWH  25 днів тому

      It's an application that I created, you can find it on the Github repo.

  • @nguyen_van_thang_28
    @nguyen_van_thang_28 6 місяців тому

    thank you so much. Where can I get the dataset, sir?

  • @punkysuen
    @punkysuen 6 місяців тому

    Is it possible to assign field keypoints on 180 degree camera video to have a proper detection? The field does not show straight line on 180 degree video.

  • @Kishi1969
    @Kishi1969 7 місяців тому

    Dear Sir,can the project also be using for other detection, like these 3 parameters ( Bus,car and truck) with datasets annotated already and video are available,if possible let me hear from you Sir, once again you have done a great job

  • @alexanderwijayanto2780
    @alexanderwijayanto2780 8 місяців тому

    Mantap bro 😊

  • @zorananastasius
    @zorananastasius 8 місяців тому

    what website was used for the Footbal Players Detection ??

  • @graphguy
    @graphguy 4 місяці тому

    Is this the same code for TENNIS?

  • @ihamzasadiq
    @ihamzasadiq 5 місяців тому

    How long can the video be?

  • @tıbhendese
    @tıbhendese 7 місяців тому

    I want you to make a different "DL in medicine" project than other channels. People make them in short, lack of deeply understandable, lack of math, lack of information, and inefficient ways. Most of them don't share datasets, or make it very short&fast. Some type the code fastly and just run it in beginner level.
    Make an at least 2 hours of project video which includes information of problem, models used, library functions and coding step by step. And please share the dataset in the end. Medical classification or clustering. Show us the image processing and model tuning

    • @yagzsoylu8653
      @yagzsoylu8653 7 місяців тому

      blackseastormu nerden biliyorsun merak ettim

    • @tıbhendese
      @tıbhendese 7 місяців тому

      @@yagzsoylu8653 internette aratınca şarkıcı çıkıyor ben onu bilmiyordum xD sadece karadeniz fırtınası yazmak istemiştim eski ve hızlı zamanlardı :P kaldı öyle

  • @pkmnjourney
    @pkmnjourney 11 місяців тому

    what if we wanted to also track the player?

    • @MLWH
      @MLWH  11 місяців тому

      To do that you can either use the tracking capabilities of Yolov8, or implement a tracking algorithm like deepsort in the loop

  • @altafurrahman9404
    @altafurrahman9404 10 місяців тому

    You deserve a subscribe atleast

  • @abdellatif.x8127
    @abdellatif.x8127 7 місяців тому

    Your are Moroccan ?

  • @nadjibbensaidane6552
    @nadjibbensaidane6552 7 місяців тому

    حمزة معندكش لي فيديو بل عربية ؟

    • @TahaOummani
      @TahaOummani 7 місяців тому

      فين اخاي مزيان
      ممكن تعطيني فيسبوك ديالك ندوي معاك الله يحفظك ❤

  • @abuyusufmushtaha9014
    @abuyusufmushtaha9014 7 місяців тому +1

    يا حمزة نزل بلعربي الاجانب كثار بالمجال عكس العرب

  • @thebudaxcorporate9763
    @thebudaxcorporate9763 8 місяців тому

    streamlit power

  • @arupde6320
    @arupde6320 8 місяців тому

    be regular

  • @thomasbradley2916
    @thomasbradley2916 Рік тому

    why yolov5 and not yolov8?

    • @MLWH
      @MLWH  10 місяців тому

      🤔 It's Yolov8

  • @StupidusMaximusTheFirst
    @StupidusMaximusTheFirst 2 місяці тому

    It makes a few mistakes here and there, mistaking one team for the other in some players. It'd be funnier if it made mistakes like mistaking them for a team not even playing, or if it detected players as refs, or more than one ref etc. LOL 🤣

    • @MLWH
      @MLWH  25 днів тому +1

      If we would use a model for team prediction, then it could make that type of mistake.

  • @thiagopereiradossantos588
    @thiagopereiradossantos588 7 місяців тому

    I think it's very weak , I can do better

  • @woofy4852
    @woofy4852 9 місяців тому +1

    Hi bro, do you have any discord? cuz i need help with this code T-T

    • @MLWH
      @MLWH  9 місяців тому

      I don't use discord. But you can email me your questions, and I'll try to clarify the code for you.

  • @shekharmeena529
    @shekharmeena529 10 місяців тому

    How can we detection actions like foul, yellow card, red card, goal, corner in the real live match using this

    • @MLWH
      @MLWH  10 місяців тому

      For that you need to add a model for football event detection.

    • @jayeshbaviskar9251
      @jayeshbaviskar9251 9 місяців тому

      @@MLWH can you give a overview of how it can be implemented

    • @MLWH
      @MLWH  9 місяців тому +1

      @@jayeshbaviskar9251 The simplest approach is to train a model that takes as input a sequence of frames and predicts the event happening.