Tag Archives: Deep Learning

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

AI-Based Detection of Explicit Content in Image and Video Data

Project/Bachelor thesis Supervisor: Martin Kampel Status: open Motivation Every day, enormous amounts of image and video content are uploaded to platforms like YouTube, Instagram, or X (formerly Twitter). Among this content — depending on the platform and moderation policies — are also materials containing nudity, pornography, or other explicit material. Such content not only violates the … Continue reading AI-Based Detection of Explicit Content in Image and Video Data