Where x and y are the pixel coordinates, and t is the time in milliseconds since the first point. Whether the word was recognized by the game.Ī two letter country code ( ISO 3166-1 alpha-2) of where the player was located.Ī JSON array representing the vector drawingĮach line contains one drawing. The raw data is available as ndjson files seperated by category, in the following format: KeyĬategory the player was prompted to draw. Please keep in mind that while this collection of drawings was individually moderated, it may still contain inappropriate content. We have also released a tutorial and model for training your own drawing classifier on.

If you create something with this dataset, please let us know by e-mail or at A.I. We're sharing them here for developers, researchers, and artists to explore, study, and learn from. You can browse the recognized drawings on /data.

The drawings were captured as timestamped vectors, tagged with metadata including what the player was asked to draw and in which country the player was located. The Quick Draw Dataset is a collection of 50 million drawings across 345 categories, contributed by players of the game Quick, Draw!.

Download quick draws