本文主要整理现有了一些人脸相关数据集并提供了对应的连接
(少量公开连接已经失效)
Dataset 数据集 | Size 大小 | URL 连接 |
---|---|---|
LFW | 13K | https://vis-www.cs.umass.edu/lfw/ |
AFLW | 26K | https://www.tugraz.at/institute/icg/research/team-bischof/lrs/downloads/aflw/ |
WFLW | 10K | https://wywu.github.io/dataset/ |
Helen | 2K | http://www.ifp.illinois.edu/~vuongle2/helen/ |
300W | 4K | https://ibug.doc.ic.ac.uk/resources/300-W/ |
300W-LP | 61K | http://www.cbsr.ia.ac.cn/users/xiangyuzhu/projects/3ddfa/main.htm |
LS3D-W | 230K | https://www.adrianbulat.com/face-alignment |
CASIA-WebFace | 500K | http://www.cbsr.ia.ac.cn/english/CASIA-WebFace-Database.htm |
CelebA | 200K | http://mmlab.ie.cuhk.edu.hk/projects/CelebA.html |
IMDB-WIKI | 500K | https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/ |
VGGFace | 2.6M | https://www.robots.ox.ac.uk/~vgg/data/vgg_face/ |
VGGFace2 | 3.3M | http://www.robots.ox.ac.uk/~vgg/data/vgg_face2/ |
UMDFaces | 367K | https://www.umdfaces.io/(失效) |
Menpo | 10K | https://ibug.doc.ic.ac.uk/resources/2nd-facial-landmark-tracking-competition-menpo-ben/ |
FairFace | 10K | https://github.com/joojs/fairface |
FFHQ | 70K | https://github.com/NVlabs/ffhq-dataset |
Wider | 400K | http://shuoyang1213.me/WIDERFACE/ |
MS-Celeb-1M | 10M | https://exposing.ai/msceleb/ |
EDFace-Celeb-1M | 1.7M | https://github.com/HDCVLab/EDFace-Celeb-1M |