Consensus and Subjectivity of Skin Tone Annotation for ML Fairness

Candice Schumann, Gbolahan O. Olanubi, Auriel Wright +3

Understanding different human attributes and how they affect model behavior may become a standard need for all model creation and usage, from traditional computer vision tasks to t…