geaxgx / playing-card-detection

MIT License
422 stars 141 forks source link

playing-card-detection

Generating a dataset of playing cards to train a neural net.

The notebook creating_playing_cards_dataset.ipynb is a guide through the creation of a dataset of playing cards. The cards are labeled with their name (ex: "2s" for "2 of spades", "Kh" for King for hearts) and with the bounding boxes delimiting their printed corners.

This dataset can be used for the training of a neural net intended to detect/localize playing cards. It was used on the project Playing card detection with YOLO v3

Example of generated image