2021

Towards Measuring Fairness in AI: the Casual Conversations Dataset

Hazirbas, Caner, Bitton, Joanna, Dolhansky, Brian et al.

Understand

This paper introduces a novel dataset to help researchers evaluate their computer vision and audio models for accuracy across a diverse set of age, genders, apparent skin tones and ambient lighting conditions.

  • Our dataset is composed of 3,011 subjects and contains over 45,000 videos, with an average of 15 videos per person.
  • The videos were recorded in multiple U.S.
  • states with a diverse set of adults in various age, gender and apparent skin tone groups.

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