Large-Scale Dataset and Benchmark for Skin Tone Classification in the Wild

Vitor Pereira Matias, Márcus Vinícius Lobo Costa, João Batista Neto +1

Deep learning models often inherit biases from their training data. While fairness across gender and ethnicity is well-studied, fine-grained skin tone analysis remains a challenge…