CFB 25 COMPLETE Roster and Ability Database now Online!

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  • jtrosclair
    Rookie
    • Jun 2024
    • 13

    #1

    CFB 25 COMPLETE Roster and Ability Database now Online!

    Hey guys!

    I have a HUGE contribution to report to the community in that I've scraped all of the rosters as of the V3 update. Give it a check out at: https://www.teamcrafters.net/app/players

    In case you were wondering, no, this was not just scraping an API from EA. Their API only has the top 100 players and nothing more, trust me, I tried.

    Backstory: the ratings/bios were grabbed via an automated PS5 script and Chiaki using OCR to gather the ratings, As you will see it will be confused in some characters like the names and bio fields, but the ratings and abilities look to be in really good shape.

    This process took 3 weeks of leaving my PS5 on overnight, and various fine-tuning to the script as this is my first attempt with machine vision and data collection.

    Errors in the data can be reported to me in the TeamCrafters Discord server, but I know once Roster V4 drops I should be able to get it out quicker with some performance improvements for the data collection. But since EA doesn't just tell us the rating changes, it will have to be re-collected from scratch...
  • UtahUtes32
    MVP
    • Jul 2007
    • 1782

    #2
    Re: CFB 25 COMPLETE Roster and Ability Database now Online!

    Originally posted by jtrosclair
    Hey guys!

    I have a HUGE contribution to report to the community in that I've scraped all of the rosters as of the V3 update. Give it a check out at: https://www.teamcrafters.net/app/players

    In case you were wondering, no, this was not just scraping an API from EA. Their API only has the top 100 players and nothing more, trust me, I tried.

    Backstory: the ratings/bios were grabbed via an automated PS5 script and Chiaki using OCR to gather the ratings, As you will see it will be confused in some characters like the names and bio fields, but the ratings and abilities look to be in really good shape.

    This process took 3 weeks of leaving my PS5 on overnight, and various fine-tuning to the script as this is my first attempt with machine vision and data collection.

    Errors in the data can be reported to me in the TeamCrafters Discord server, but I know once Roster V4 drops I should be able to get it out quicker with some performance improvements for the data collection. But since EA doesn't just tell us the rating changes, it will have to be re-collected from scratch...
    Cool!

    I use Chiaki, but want to know more about:

    "...the ratings/bios were grabbed via an automated PS5 script and Chiaki using OCR..."

    Comment

    • jtrosclair
      Rookie
      • Jun 2024
      • 13

      #3
      Re: CFB 25 COMPLETE Roster and Ability Database now Online!

      Originally posted by UtahUtes32
      Cool!

      I use Chiaki, but want to know more about:

      "...the ratings/bios were grabbed via an automated PS5 script and Chiaki using OCR..."
      I'll leave this pretty high level

      Chiaki is an open source PS remote play client that allows you to use keyboard inputs.

      OCR (optical character recognition) is machine vision that reads text that is on the screen.

      I set up my PS5 using Chiaki, connected to OBS, used virtual camera to feed in a python script that used OCR to read every roster entry in the game. I added logic to flip through the pages and move through the grid.

      Many, MANY, hours of trial and error.

      Comment

      • K22
        Rookie
        • Mar 2004
        • 233

        #4
        Re: CFB 25 COMPLETE Roster and Ability Database now Online!

        Originally posted by jtrosclair
        Hey guys!

        I have a HUGE contribution to report to the community in that I've scraped all of the rosters as of the V3 update. Give it a check out at: https://www.teamcrafters.net/app/players

        In case you were wondering, no, this was not just scraping an API from EA. Their API only has the top 100 players and nothing more, trust me, I tried.

        Backstory: the ratings/bios were grabbed via an automated PS5 script and Chiaki using OCR to gather the ratings, As you will see it will be confused in some characters like the names and bio fields, but the ratings and abilities look to be in really good shape.

        This process took 3 weeks of leaving my PS5 on overnight, and various fine-tuning to the script as this is my first attempt with machine vision and data collection.

        Errors in the data can be reported to me in the TeamCrafters Discord server, but I know once Roster V4 drops I should be able to get it out quicker with some performance improvements for the data collection. But since EA doesn't just tell us the rating changes, it will have to be re-collected from scratch...
        So very cool....thanks a lot

        Comment

        • UtahUtes32
          MVP
          • Jul 2007
          • 1782

          #5
          Re: CFB 25 COMPLETE Roster and Ability Database now Online!

          Originally posted by jtrosclair
          I'll leave this pretty high level

          Chiaki is an open source PS remote play client that allows you to use keyboard inputs.

          OCR (optical character recognition) is machine vision that reads text that is on the screen.

          I set up my PS5 using Chiaki, connected to OBS, used virtual camera to feed in a python script that used OCR to read every roster entry in the game. I added logic to flip through the pages and move through the grid.

          Many, MANY, hours of trial and error.
          Wow!! That's awesome.

          Comment

          • ChaseB
            #BringBackFaceuary
            • Oct 2003
            • 9844

            #6
            Re: CFB 25 COMPLETE Roster and Ability Database now Online!

            This is super cool jtro, I'll likely feature this on the front page at some point soon once I poke around a bit with it first.

            Can you tell me how the TeamBuilder teams are getting on there? I assume they're real squads.
            I won't ask for Christmas or birthday gifts if you subscribe to the Operation Sports Newsletter (Not Just Another Roster Update). I write it, and it hits your inbox every Friday morning (for freeeeeee). We also have an official OS Discord you can now join.

            Comment

            • americowins
              Just started!
              • Dec 2024
              • 1

              #7
              Re: CFB 25 COMPLETE Roster and Ability Database now Online!

              great work! are you keeping this updated weekly?

              Comment

              • UtahUtes32
                MVP
                • Jul 2007
                • 1782

                #8
                Re: CFB 25 COMPLETE Roster and Ability Database now Online!

                Originally posted by americowins
                great work! are you keeping this updated weekly?
                There is nothing to update weekly.

                When new roster updates come out, it's eventually updated on the OP's website, but we've only had 4 roster updates since July.

                Comment

                • mtoo22
                  Hail West Virginia
                  • Dec 2005
                  • 1077

                  #9
                  Re: CFB 25 COMPLETE Roster and Ability Database now Online!

                  If you'd like to include my fictional coaches to real coaches into this I'd give you all the data

                  Sent from my Pixel 7 Pro using Tapatalk

                  Comment

                  • jtrosclair
                    Rookie
                    • Jun 2024
                    • 13

                    #10
                    Re: CFB 25 COMPLETE Roster and Ability Database now Online!

                    Originally posted by UtahUtes32
                    There is nothing to update weekly.

                    When new roster updates come out, it's eventually updated on the OP's website, but we've only had 4 roster updates since July.
                    Yup, and sorry about the wait, but Rosters V4 (before Hunter 99 boost) is now live! https://www.teamcrafters.net/app/players

                    Comment

                    • mtoo22
                      Hail West Virginia
                      • Dec 2005
                      • 1077

                      #11
                      Re: CFB 25 COMPLETE Roster and Ability Database now Online!

                      Originally posted by jtrosclair
                      Yup, and sorry about the wait, but Rosters V4 (before Hunter 99 boost) is now live! https://www.teamcrafters.net/app/players
                      Not sure if you saw my above post, it's just a spreadsheet that shows the fake coach names to real coach names. Also has offensive and defensive coordinators but I haven't put those in yet.

                      Sent from my Pixel 7 Pro using Tapatalk

                      Comment

                      • UtahUtes32
                        MVP
                        • Jul 2007
                        • 1782

                        #12
                        Re: CFB 25 COMPLETE Roster and Ability Database now Online!

                        Originally posted by jtrosclair
                        Yup, and sorry about the wait, but Rosters V4 (before Hunter 99 boost) is now live! https://www.teamcrafters.net/app/players
                        Yep, I saw that! I assumed it would take time for your mining to crawl and gather everything all over again. Great work, I use your site often.

                        Comment

                        • pbales20
                          Rookie
                          • Oct 2015
                          • 37

                          #13
                          Re: CFB 25 COMPLETE Roster and Ability Database now Online!

                          Could you use your methodology to create automated dynasty trackers?

                          Comment

                          • Hooe
                            Hall Of Fame
                            • Aug 2002
                            • 21555

                            #14
                            Re: CFB 25 COMPLETE Roster and Ability Database now Online!

                            Hey! Just so you know, your website is using an outdated logo for Virginia. A vector of the new logo introduced in 2020 is available here.

                            Comment

                            • geister2929
                              Just started!
                              • Aug 2023
                              • 1

                              #15
                              Re: CFB 25 COMPLETE Roster and Ability Database now Online!

                              Hey this is amazing work! Is there any way to scrape the Dev Trait of the players as well?

                              Comment

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