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VirtuAnalytics

Discussion in 'News' started by akai, Nov 29, 2024.

By akai on Nov 29, 2024 at 11:33 AM
  1. akai

    akai Moderator Staff Member Bronze Supporter

    PSN:
    Akai_JC
    XBL:
    Akai JC
    upload_2024-11-29_9-19-16.png

    SuperGolden wrote a Python script that collects fighting game match data from YouTube videos efficiently. Specifically, with this script, he surveyed over 11,000 VF5US/VFeS online matches uploaded on vfans YouTube account. A variety of stats from those matches, plus a very useful filter and search tool to find specific matches, are available on his VirtuAnalytics website (works only on desktop).



     
    Last edited: Nov 29, 2024
    Chanchai, Myke, erdraug and 5 others like this.

Comments

Discussion in 'News' started by akai, Nov 29, 2024.

    1. 40i4
      40i4
      This is awesome. How is the video to data conversion done? I saw OpenCV reference in the source code. Is it the tool used or something else?
      Last edited: Nov 29, 2024
      supergolden likes this.
    2. supergolden
      supergolden
      I'm planning another video about the video to data conversion script. In short it's written in Python and uses various free Python libraries including OpenCV and Pytesseract.

      The component was hacked together and the source code is not pretty. Please don't take it as a reference for a well designed or written program ;)

      Though it does process the videos from YouTube @vfans channel quickly and can process about 85% of the videos on that channel successfully now.
      40i4 likes this.
    3. VolcanoShed
      VolcanoShed
      This is a nice website, I've already used the video search feature to find footage for specific matchups, especially Taka since he's not the most common character around
      40i4 and supergolden like this.
    4. Paul68kdmd
      Paul68kdmd
      Thanks for very interesting analysis, SGZ.

      What was the breakdown of the sample size, by the way?
    5. supergolden
      supergolden
      Thank you for the positive feedback!

      What exactly are you looking for in "breakdown of the sample size"?
      You can see the data broken down in the various ways throughout the VirtuAnalytics site.
    6. 40i4
      40i4
      "the source code is not pretty" this is the most common phrase right after "it works for me/on my machine" :) so relax this is how things work, good job :)
      Last edited: Nov 30, 2024
      supergolden likes this.
    7. Paul68kdmd
      Paul68kdmd
      Oh sorry. I must’ve missed the first 3 seconds when I watched the first time.
    8. supergolden
      supergolden
      No problem! BTW we are at about 12.5K matches now

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