ResNet to Ride: Automatic scoring of the Ticket to Ride board game

Score a board

python3 -m pip install --user virtualenv
python3 -m venv cvProjTicketToRide  #where you want virtual env
source cvProjTicketToRide/bin/activate
pip install -r requirements.txt 
python score_board.py board_images/IMG_4066.jpg

Dataset collection utilities

Crop board images

python crop_board.py -i board_images/IMG_4133.jpg

Extract track images (100x100)

python extract_track_images.py board_images/IMG_4066_deskewed.jpg

Labelling track ML training samples

python label_track_images.py IMG_4066

Edge detection with pretrained Caffe model

cd edge_detection python edge.py --input ../board_images/IMG_4173.jpg