Our project involves creating a dataset of card images and labeling them in order to train a neural network to identify playing cards from a standard deck. The cards that will be used for this project will be the 24 cards involved in playing a game of Euchre, which includes all cards valued from 9 to A. This allows for a complete set of cards and allows the group to create a web application to interface with the model. Once the model has been developed to accurately predict any of the 24 possible cards in a Euchre deck, it will then be deployed onto our Web application. A server will host the model and handle requests to identify cards within an image.
The following tools and environments will be used to develop the neural network:
The following tools will be used to develop the web application: