Tag Archives: Facial Recognition

Bias and Fairness in Deep Learning-Based Facial Recognition

Project/Bachelor thesis Supervisor: Martin Kampel Status: open MotivationSince the breakthrough of DeepFace in 2014 — a deep learning-based facial recognition system that achieved 97.35% accuracy, nearly reaching the level of human experts on the Labeled Faces in the Wild (LFW) dataset — artificial neural networks have become the dominant methodology in facial recognition. Despite impressive results, … Continue reading Bias and Fairness in Deep Learning-Based Facial Recognition