What it's for
It is aimed at Master Duel, Dueling Book and paper tables filmed from above. Frames are analyzed inside the browser, in memory, and never uploaded. New cards reach installed copies as an updated release from DuelSight's CDN, without a store update.
Why it was harder
Yu-Gi-Oh has about 14,000 cards, roughly ten times Riftbound's and nearly three times One Piece's. A bigger bank means more look-alike cards to tell apart, and the accept rule has to stay strict without going silent.
Held-out results
| Source | Named right | Wrong of shown |
|---|---|---|
| Master Duel | 72 of 80 | 0 of 72 |
| Dueling Book | 41 of 42 | 0 of 41 |
| Paper, official broadcasts | 45 of 106 | 1 of 46 |
| All three | 158 of 228 | 1 of 159 |
31 frames from 11 recordings no model trained on, labeled without any model's help and scored once. The pass mark was written down before any test label existed. Master Duel comes from 3 recordings and Dueling Book from 2, so those rows describe those videos more than every video. Paper is supported, not promised: expect it to leave many cards blank.
Unofficial fan project, not affiliated with or endorsed by Konami. Yu-Gi-Oh!, its card names and its card art belong to their owners. Card data from YGOPRODeck.