aidenzhang97 / rock-paper-scissors

Rock Paper Scissors educational activity for teaching ML

Introducing Machine Learning Concepts by Training a Neural Network to Recognize Hand Gestures

Rock Paper Scissors educational activity for ML

See EAAI 2018 paper.

Cite as

@INPROCEEDINGS {giusti2018,
    author    = "A. Giusti, D. Huber, L. M. Gambardella",
    title     = "Introducing Machine Learning Concepts by Training a Neural Network to Recognize Hand Gestures",
    booktitle = "Proc. of AAAI Symposium On Educational Advances In Artificial Intelligence",
    year      = "2018"
}

Resources

Activity notebook contains the main code (notebook and realtime application), and an example of realtime video.

RPS App and RPS Server contain (unrealeased and pre-alpha quality) supporting software, i.e. an android app to automate data collection and its server component.

Datasets contain a number of datasets. A balanced 100-image testing set is included. You are encouraged to add your own data.