Level Playing Field for Million Scale Face Recognition

• Published in: 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) pp. 3406 - 3415
• Main Authors: Nech, Aaron, Kemelmacher-Shlizerman, Ira
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.07.2017
• Subjects: Benchmark testing; Clustering algorithms; Face; Face recognition; Flickr; Labeling; Training

Face recognition has the perception of a solved problem, however when tested at the million-scale exhibits dramatic variation in accuracies across the different algorithms [11]. Are the algorithms very different? Is access to good/big training data their secret weapon? Where should face recognition...