  This short paper proposes a preliminary and yet insightful investigation of
racial biases in beauty filters techniques currently used on social media. The
obtained results are a call to action for researchers in Computer Vision: such
biases risk being replicated and exaggerated in the Metaverse and, as a
consequence, they deserve more attention from the community.
