Set Solver

Using OpenCV to identify cards in an image and solve for valid sets in a game of Set.

Demo

Sets found:

1 RED DIAMOND EMPTY
1 GREEN DIAMOND STRIPED
1 PURPLE DIAMOND SOLID
---
3 GREEN DIAMOND STRIPED
2 GREEN DIAMOND STRIPED
1 GREEN DIAMOND STRIPED
---
2 GREEN DIAMOND STRIPED
2 PURPLE DIAMOND STRIPED
2 RED DIAMOND STRIPED
---
1 PURPLE OBLONG SOLID
3 PURPLE SQUIGGLE EMPTY
2 PURPLE DIAMOND STRIPED
---
1 GREEN DIAMOND STRIPED
3 PURPLE DIAMOND STRIPED
2 RED DIAMOND STRIPED
---
1 GREEN DIAMOND STRIPED
2 RED SQUIGGLE STRIPED
3 PURPLE OBLONG STRIPED
---

Installation

you will need OpenCV installation on your machine.

# install requirements
pip install -r requirements.txt

Run tests

For examples on how to use code, check out tests.py. Run it to see the card detection and solving in action:

python
>>> import tests 
>>> tests.main() #to run basic tests
>>> tests.play_game(<path/to/image>) #to find sets in image

Known issues

• Has issues detecting card properties when shadowed
• Inaccurate detection with low-res image