Study finds open data sets favor Western locales, impacting classifier performance.
problem Impact of biased open data sets on classifier performance in the developing world.
method Analysis of two large, publicly available image data sets and classifiers trained on them.
result Open data sets exhibit a bias towards Western locales, affecting classifier performance.