Rock Paper Scissors is a dataset containing 2,892 images of diverse hands in Rock/Paper/Scissors poses. It is licensed CC By 2.0 and available for all purposes, but its intent is primarily for learning and research.

Rock Paper Scissors contains images from a variety of different hands,  from different races, ages, and genders, posed into Rock / Paper or Scissors and labeled as such. You can download the training set here , and the test set here . These images have all been generated using CGI techniques as an experiment in determining if a CGI-based dataset can be used for classification against real images. I also generated a few images that you can use for predictions. You can find them here .

Note that all of this data is posed against a white background.

Each image is 300×300 pixels in 24-bit color

You'll see how this dataset can be used to build a multi-class classifier in the next video.