Safe Fakes: Evaluating Face Anonymizers for Face Detectors

no code implementations • 23 Apr 2021 • Sander R. Klomp, Matthew van Rijn, Rob G. J. Wijnhoven, Cees G. M. Snoek, Peter H. N. de With

Our experiments investigate the suitability of anonymization methods for maintaining face detector performance, the effect of detectors overtraining on anonymization artefacts, dataset size for training an anonymizer, and the effect of training time of anonymization GANs.

Face Detection Generative Adversarial Network +1