Computer Vision Fairness

Audit and mitigate fairness in computer vision systems. Learn skin-tone evaluation scales (Fitzpatrick, Monk Skin Tone), face-recognition disparities (Gender Shades, NIST FRVT), dataset audits (Casual Conversations, FairFace), generation-model fairness (text-to-image stereotypes), and deployment guard rails for high-stakes applications.