How it works

This MVP is designed to run entirely in your browser on Android Chrome. The intended pipeline is:

1. Capture a frame from the camera roughly twice per second.
2. Find the UNO card inside the guide frame and warp it to a consistent rectangle.
3. Classify the cards colour and face (number/action).
4. Stabilise results with confidence thresholds and smoothing to avoid flicker.
5. Use UNO rules to show which cards in your hand are playable next.