Quick, Draw! has gathered an extensive range of drawings from a broad demographic, providing a rich dataset that reflects a multitude of perspectives and cultural nuances. By overlaying and analyzing these drawings, Google has gained insights into cultural differences and commonalities in object representation, which is crucial for developing more inclusive and representative machine learning systems. With Facets, Google has crafted a tool for diagnosing the representativeness of datasets. It allows researchers to quickly visualize and analyze data distributions across various dimensions, such as country, which is essential for identifying biases and gaps in the data.
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