In this work, we demonstrate the large potential of synthetic data for analyzing and reducing the negative effects of dataset bias on deep face recognition systems.
Images in dataset
Key Links & Stats
A. Kortylewski, B. Egger, A. Schneider, T. Gerig, A. Morel-Forster and T. Vetter, "Analyzing and Reducing the Damage of Dataset Bias to Face Recognition With Synthetic Data," 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2019, pp. 2261-2268, doi: 10.1109/CVPRW.2019.00279.