人脸检测 face detection
Caltech 10000 : http://www.vision.caltech.edu/Image_Datasets/Caltech_10K_WebFaces/
FDDB : http://vis-www.cs.umass.edu/fddb/index.html
WIDER Face : http://mmlab.ie.cuhk.edu.hk/projects/WIDERFace/
MALF : http://www.cbsr.ia.ac.cn/faceevaluation/
人脸对齐 face alignment
XM2VTS : http://www.ee.surrey.ac.uk/CVSSP/xm2vtsdb/
AR Face Database : http://www2.ece.ohio-state.edu/~aleix/ARdatabase.html
FGVC-V2 : https://www.nist.gov/programs-projects/face-recognition-grand-challenge-frgc
LFPW : https://neerajkumar.org/projects/face-parts/
Helen : http://www.ifp.illinois.edu/~vuongle2/helen/
IBUG : https://ibug.doc.ic.ac.uk/resources/facial-point-annotations/
AFLW : https://www.tugraz.at/institute/icg/research/team-bischof/lrs/downloads/aflw/
300W : https://ibug.doc.ic.ac.uk/resources/300-W/
300-VW(300 Videos in the Wild) : https://ibug.doc.ic.ac.uk/resources/300-VW/
MTFL/MAFL : http://mmlab.ie.cuhk.edu.hk/projects/TCDCN.html
WFLW : https://wywu.github.io/projects/LAB/WFLW.html
人脸识别 face recognition
FERET : http://www.nist.gov/itl/iad/ig/colorferet.cfm
Yale/YaleB : http://vision.ucsd.edu/~iskwak/ExtYaleDatabase/Yale%20Face%20Database.htm
CAS-PEAL : http://www.jdl.ac.cn/peal/
LFW : http://vis-www.cs.umass.edu/lfw/index.html#download
CMU PIE : https://www.ri.cmu.edu/publications/the-cmu-pose-
Multi-PIE : http://www.cs.cmu.edu/afs/cs/project/PIE/MultiPie/Multi-Pie/Home.html
Pubfig : http://www.cs.columbia.edu/CAVE/databases/pubfig/
MSRA-CFW : http://research.microsoft.com/en-us/projects/msra-cfw/
CASIA WebFace : http://classif.ai/dataset/casia-webface/
Celeba : http://mmlab.ie.cuhk.edu.hk/projects/CelebA.html
FaceScrub : http://vintage.winklerbros.net/facescrub.html
UMDFaces : http://www.umdfaces.io/
MegaFace : http://megaface.cs.washington.edu/dataset/download.html
MS-Celeb-1M : https://www.msceleb.org/
VGG Face : http://www.robots.ox.ac.uk/~vgg/data/vgg_face/
VGG Face2 : http://www.robots.ox.ac.uk/~vgg/data/vgg_face2/
IMDB-Face : https://github.com/fwang91/IMDb-Face#data-download
YouTube Faces : http://www.cs.tau.ac.il/~wolf/ytfaces/results.html
IARPA Janus : https://www.iarpa.gov/index.php/research-programs/janus
人脸表情 Facial expression
JAFFE : http://www.kasrl.org/jaffe.html
KDEF&AKDEF : http://www.emotionlab.se/kdef/
GENKI : http://mplab.ucsd.edu
RaFD : http://www.socsci.ru.nl:8180/RaFD2/RaFD?p=main
CK : http://www.pitt.edu/~emotion/ck-spread.htm
Fer2013 : https://www.kaggle.com/c/challenges-in-representation-learning-facial-expression-recognition-challenge/data
RAF : http://www.whdeng.cn/RAF/model1.html
EmotionNet : http://cbcsl.ece.ohio-state.edu/EmotionNetChallenge/
人脸年龄和性别 age and Gender
FGNet : http://www-prima.inrialpes.fr/FGnet/html/benchmarks.html
CACD2000 : http://bcsiriuschen.github.io/CARC/
Adience : https://www.openu.ac.il/home/hassner/Adience/data.html#frontalized
IMDB-wiki : https://data.vision.ee.ethz.ch/cvl/rrothe/imdb-wiki/
MORPH : http://www.faceaginggroup.com/morph/
人脸姿态 pose
3DMM : https://faces.dmi.unibas.ch/
Bosphorus : http://bosphorus.ee.boun.edu.tr/default.aspx
BIWI : http://www.vision.ee.ethz.ch/datasets/b3dac2.en.html
HPD : http://www-prima.inrialpes.fr/perso/Gourier/Faces/HPDatabase.html
BIWI kinect : https://data.vision.ee.ethz.ch/cvl/gfanelli/head_pose/head_forest.html
FaceWarehouse : http://www.kunzhou.net/##facewarehouse
UPNA : http://gi4e.unavarra.es/databases/hpdb/
300W-LP : http://www.cbsr.ia.ac.cn/users/xiangyuzhu/projects/3DDFA/main.htm
其他 others
SCUT-FBP : https://github.com/HCIILAB/SCUT-FBP5500-Database-Release
MakeUp : http://www.antitza.com/makeup-datasets.html