🃏 Solitaire card recognizer

MobileNet v2 fine-tuned on 52 card classes — 99.91% accuracy, running entirely in your browser via ONNX Runtime Web. The vision layer of an autonomous agent that plays Klondike through the real screen and mouse.

Loading model (8.7 MB)…

Predictions will appear here.

Input contract: feed it a whole card (~131×176 px as it appears on screen). A tiny corner crop is out of distribution, and a card partially overlapped inside a fan is read unreliably — that is a documented data limitation, not a bug.