DRAW2

Detect Yu-Gi-Oh! cards in real-time.

DRAW2 uses a state-of-the-art model architecture trained on 13,000+ cards to recognize them automatically under real dueling conditions, something no prior system does at this scale currently.

Try the demo below to run the model on your own GPU in real time. Nothing is uploaded or stored by us.

DRAW2 detecting and naming Yu-Gi-Oh! cards live on a dueling mat, overlaying bounding boxes and card names in real time
r/yugioh

I trained again my deep learning model...

"About a year and a half ago, I shared a little project that could recognize Yu-Gi-Oh! cards... This time, it's an OBS plugin, so it's actually easy to use..."

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HichTala HichTala

As creator of DRAW2 (3 years in the making), I know how tough #Yu-Gi-Oh! cards detection is. I'm completing my PhD thesis in 2 months, so I believe I can offer expert insight on this subject.

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Medium
Deep Dive

How I trained my model...

A complete breakdown of the data collection, labeling process with YOLO, and how Vision Transformers handle the 13k+ classification classes.

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Live Demo

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Detection output will appear here

console
> Waiting for input...

Cards detected will appear here