人脸数据库收集——深度学习

http://www.umdfaces.io/
CASIA-WebFace
MegaFace
WLFDB
汤晓欧实验室的CelebA(20万+), 标注信息丰富. 现在可以直接从百度网盘下载 Large-scale CelebFaces Attributes (CelebA) Dataset
6. FaceScrub. 提供图片下载链接（100,100张，530人）. vintage – resources

CASIA WebFace Database. 10,575 subjects and 494,414 images
Labeled Faces in the Wild.13,000 images and 5749 subjects
Large-scale CelebFaces Attributes (CelebA) Dataset 202,599 images and 10,177 subjects. 5 landmark locations, 40 binary attributes.
MSRA-CFW. 202,792 images and 1,583 subjects.
MegaFace Dataset 1 Million Faces for Recognition at Scale 690,572 unique people
FaceScrub. A Dataset With Over 100,000 Face Images of 530 People.
FDDB.Face Detection and Data Set Benchmark. 5k images.
AFLW.Annotated Facial Landmarks in the Wild: A Large-scale, Real-world Database for Facial Landmark Localization. 25k images.
AFW. Annotated Faces in the Wild. ~1k images. 10.3D Mask Attack Dataset. 76500 frames of 17 persons using Kinect RGBD with eye positions (Sebastien Marcel)
Audio-visual database for face and speaker recognition.Mobile Biometry MOBIO http://www.mobioproject.org/
BANCA face and voice database. Univ of Surrey
Binghampton Univ 3D static and dynamic facial expression database. (Lijun Yin, Peter Gerhardstein and teammates)
The BioID Face Database. BioID group
Biwi 3D Audiovisual Corpus of Affective Communication. 1000 high quality, dynamic 3D scans of faces, recorded while pronouncing a set of English sentences.
Cohn-Kanade AU-Coded Expression Database. 500+ expression sequences of 100+ subjects, coded by activated Action Units (Affect Analysis Group, Univ. of Pittsburgh.
CMU/MIT Frontal Faces . Training set: 2,429 faces, 4,548 non-faces; Test set: 472 faces, 23,573 non-faces.
AT&T Database of Faces 400 faces of 40 people (10 images per people)