  Gender and racial diversity in the mediated images from the media shape our
perception of different demographic groups. In this work, we investigate gender
and racial diversity of 85,957 advertising images shared by the 73 top
international brands on Instagram and Facebook. We hope that our analyses give
guidelines on how to build a fully automated watchdog for gender and racial
diversity in online advertisements.
