[Technology] Konami Staff Develop Powerful Image Recognition Technology (for possible usage on the card game)

[Dokutah]

From a more technical and business perspective, Konami’s announcing some pretty exciting stuff for the future.

• “Konami develops image recognition technology that can distinguish over 9000 different Yugioh cards”2 Developers from Konami Digital Entertainment held a conference on an AI-based image recognition system that can distinguish over 9000 different Yugioh cards, on August 23, 2018 at the CEDEC 2018 game developer’s conference hosted by the Computer Entertainment Association, revealing how they came to develop the technology.

  The company has developed an image recognition system that can distinguish the paper cards used in the Yugioh Official Card Game, where you can collect and play with various cards.

  The current game is one where you play with one another using physical cards in the real world, but our goal was to propose a new way of playing the game: one that could be compatible with computer games in the future.

  As of its 20th Anniversary, there are already over 9000 different cards in the the Yugioh Official Card Game.

  It would be impossible to apply identification methods such as QR codes to such a large number of cards, so instead, the team looked to image recognition software.

  The original system required 20 days of machine learning to process 9000 cards, with only a 50% accuracy rate.

  “It wasn’t usable. There was something missing when compared to distinguishing cards with the human eye.”

  Thats why they came up with a solution: “semi-transparent composite images”.

  Card images are rendered on a computer. Here, two slightly different semi-transparent card images are rendered and then merged together. This new image is then used for the machine learning process.

   

• “The semi-transparent images were surprisingly efficient.”The time required for the machine learning algorhithm was reduced from 20 days to just 4~5, with an accuracy nearing 100%.

  These semi-transparent card images that are composited together are hard to distinguish with the naked eye, but is seems that from a computer’s viewpoint, this method accentuates a card’s features, boosting its efficiency when it comes to processing the images.

What Konami plans to use this advanced new recognition software for has yet to be announced. We will report if further developments and applications of this software becomes apparent.

 

Sauce: https://ygorganization.com/konami-staff-develop-powerful-image-recognition-technology/ > https://tech.nikkeibp.co.jp/atcl/nxt/event/18/00026/082300005/?n_cid=nbpnxt_twbn%20

[Just Crouton]

So, they might make a duel table similar to Bushiroad's for Cardfight down the road?

[Dokutah]

So, they might make a duel table similar to Bushiroad's for Cardfight down the road?

while it can be applicated that way too, from the description we have now its basically a slightly better Duel Terminal System that hopefully didnt required special cards although as mention the best result required specific trasparent double printing, which still better that highly specified Duel Terminal cards that isnt even legal outside the arcade unless there's copy from the main packs

[(GigaDrillBreaker)]

There are already programs for MTG that recognize cards. There is one in use in LRR's lifestreams, where they place the card in the center of the mat and it is automatically processed to be displayed on the twitch overlay.

[Ryusei the Morning Star]

They legit had solidvision at worlds, this might be more of that

[vla1ne]

I'd bet the first place this is implemented is the worlds tournament. Spreading to nationals and regionals down the line. 9k cards is a massive number, and hopefully it picks up steam in the development department, that way it can be usable at local card shops within a few years.