Addressing skin-color bias in facial recognition

Skin color distribution on common face datasets. Every dot in the scatter plot corresponds to an im- age sample in the dataset. The skin tone threshold is at value 60 (light vs. dark), and the hue threshold at value 55◦ (red vs. yellow). Credit: arXiv (2023). DOI: 10.48550/arxiv.2309.05148

Let’s face it. AI-powered facial recognition systems are everywhere. It is used to unlock our phones, allow access to office buildings, and screen us as a security measure at airports.

In our largest cities, security cameras can track every step we take for blocks. Department stores train cameras on us to ensure we don’t walk …
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