A Collection of Face Recognition Datasets and Benchmarks at Year 2019
There are many public face datasets available on the Internet for reseach purposes at present. In this post, I collect most of them and give each of them a small desciption so that people can select the proper one quickly. Selecting and preprocessing the datasets properly can be critical to the performance and reliability of the results.
Keywords: face-recognition, dataset, VGG-Face, VGG-Face2, CASIA-WebFace, UMDFaces, MS-Celeb-1M, MegaFace