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Naming every face-up card on a TCG tournament stream, in the browser: a corner detector trained only on synthetic boards, a DINOv2 embedder, game rules as priors

Walktrough Riftbound is Riot's trading card game, and its tournaments stream on Twitch from an overhead table camera. At 1080p a card is about 140 px tall, under dice, sleeves, hands and H.264, so viewers can rarely read the table. Wardeye is a browser extension that reads it for them. It outlines…

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  1. 2026-10-03 14:50 · r/computervision
    Naming every face-up card on a TCG tournament stream, in the browser: a corner detector trained only on synthetic boards, a DINOv2 embedder, game rules as priors

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