README.md

metadata

title: Set Solver
emoji: 🃏
colorFrom: green
colorTo: blue
sdk: docker
app_port: 7860
pinned: false

Set Solver

Real-time vision-based solver for the Set card game.

Point your phone camera at Set cards and get all valid Sets highlighted instantly.

How to Use

1. Open this Space on your phone or desktop browser
2. Grant camera access (rear camera preferred)
3. Press Start to begin scanning
4. The solver announces "Set!" and highlights found Sets
5. Use the arrows to cycle through multiple Sets
6. Press Restart to scan again

Under the Hood

• YOLOv11n detector (99.5% mAP50) locates cards on the board
• MobileNetV3 classifier (100% accuracy) reads each card's 4 attributes (shape, color, number, fill)
• Combinatorial solver finds all valid Sets in the detected cards