Gbolahan Oluwafemi Olanubi

Consensus and Subjectivity of Skin Tone Annotation for ML Fairness

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 the newest multimodal generative AI systems. In computer vision specifically, we have relied on datasets augmented with p…