Digital divides in scene recognition: uncovering socioeconomic biases in deep learning systems

Explicit biases in user-submitted images

We first considered a set of ~1200 home images submitted by families in 54 countries on the Dollar Street website (Dollar Street – Photos as Data to Kill Country Stereotypes n.d.). This site, maintained by…

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