Datasets
QuickDraw dataset
The Quick, Draw! dataset is a collection of 50 million drawings across 345 categories, contributed by users playing the "Quick, Draw!" game. Each drawing is simplified into a sequence of x and y coordinates, and metadata such as country and timestamp are also included.
Explanation
The Quick, Draw! dataset was created by Google as a means to both entertain users and to gather a large-scale dataset of simplified drawings. Users are challenged to draw a specific object within 20 seconds, and the resulting drawings are recorded. The dataset is valuable for machine learning because it provides a standardized and simplified representation of visual concepts. It can be used for training models in various tasks such as sketch recognition, image generation, and understanding human drawing behavior. The dataset's accessibility and large size make it a popular choice for researchers and hobbyists alike.