Aaron Bryan Adcock

GeoDE: a Geographically Diverse Evaluation Dataset for Object Recognition

Current dataset collection methods typically scrape large amounts of data from the web. While this technique is extremely scalable, data collected in this way tends to reinforce stereotypical biases, can contain personally identifiable information, and typically originates from Europe and North Amer…