⼈脸识别常⽤数据集⼤全
The PubFig database is a large, real-world face dataset consisting of 58,797 images of 200 people collected from the internet. Unlike most other existing face datasets, these images are taken in completely uncontrolled situations with non-cooperative subjects.
这是哥伦⽐亚⼤学的公众⼈物脸部数据集，包含有200个⼈的58k+⼈脸图像，主要⽤于⾮限制场景下的⼈脸识别。 CelebFaces Attributes Dataset (CelebA) is a large-scale face attributes dataset with more than 200K celebrity images, each with 40 attribute annotations. The images in this dataset cover large pose variations and background clutter. CelebA has large diversities, large quantities, and rich annotations, including
10,177 number of identities,
202,599 number of face images, and
5 landmark locations, 40 binary attributes annotations per image.
这是由⾹港中⽂⼤学汤晓鸥教授实验室公布的⼤型⼈脸识别数据集。该数据集包含有200K张⼈脸图⽚，⼈脸属性有40多种，主要⽤于⼈脸属性的识别。
The database is used to develop, test, and evaluate face recognition.
为促进⼈脸识别算法的研究和实⽤化，美国国防部的Counterdrug Technology Transfer Program(CTTP)发起了⼀个⼈脸识别技术(Face Recognition Technology 简称FERET)⼯程，它包括了⼀个通⽤⼈脸库以及通⽤测试标准。到1997年，它已经包含了1000多⼈的10000多张照⽚，每个⼈包括了不同表情，光照，姿态和年龄的照⽚。 This dataset contains 12,995 face images collected from the Internet. The images are annotated with (1) five facial landmarks, (2) attributes of gender, smiling, wearing glasses, and head pose.
该数据集包含了将近13000张⼈脸图⽚，均采⾃⽹络。
恒温水浴摇床1521 images with human faces, recorded under natural conditions, i.e. varying illumination and complex background. The eye positions have been set manually.
这个数据集包含了1521幅分辨率为384x286像素的灰度图像。 每⼀幅图像来⾃于23个不同的测试⼈员的正⾯⾓度的⼈脸。为了便于做⽐较，这个数据集也包含了对⼈脸图像对应的⼿⼯标注的⼈眼位置⽂
件。 图像以 "BioID_xxxx.pgm"的格式命名，其中xxxx代表当前图像的索引(从0开始)。类似的，形如""的⽂件包含了对应图像中眼睛的位置。
More than 13,000 images of faces collected from the web. Each face has been labeled with the name of the person pictured. 1680 of the people pictured have two or more distinct photos in the data set.
LFW数据集是为了研究⾮限制环境下的⼈脸识别问题⽽建⽴的。这个数据集包含超过13，000张⼈脸图像，均采集于Internet。
每个⼈脸均被标准了⼀个⼈名。其中，⼤约1680个⼈包含两个以上的⼈脸。
这个集合被⼴泛应⽤于评价Face Verification算法的性能。
Face tracks, features and shot boundaries from our latest CVPR 2013 paper. It is obtained from 6 episodes of Buffy the Vampire Slayer and 6 episodes of Big Bang Theory.
笔顺编号该数据集所选⽤的⼈脸照⽚均来⾃于两部⽐较知名的电视剧，《吸⾎⿁猎⼈巴菲》和《⽣活⼤爆炸》。
The face datasets were provided by the face reserch group at CMU.
CMU PIE⼈脸库建⽴于2000年11⽉，它包括来⾃68个⼈的40000张照⽚，其中包括了每个⼈的13种姿态条件，43种光照条件和4种表情下的照⽚，现有的多姿态⼈脸识别的⽂献基本上都是在CMU PIE⼈脸库上测试的。
The data set contains 3,425 videos of 1,595 different people. The shortest clip duration is 48 frames, the longest clip is
6,070 frames, and the average length of a video clip is 181.3 frames.
YouTube Video Faces是⽤来做⼈脸验证的。在这个数据集下，算法需要判断两段视频⾥⾯是不是同⼀个⼈。有不少在照⽚上有效的⽅法，在视频上未必有效/⾼效。怎么扣出水指法图
CASIA Face Image Database Version 5.0 (or CASIA-FaceV5) contains 2,500 color facial images of 500 subjects.
该数据集包含了来⾃500个⼈的2500张亚洲⼈脸图⽚.
老婆饼机This database includes multiple images for over 200 individuals of many different races with consistent lighting, multiple views, real emotions, and disguises (and some participants returned for a second session several weeks later with a haircut, or a new beard, etc.).
该数据集采集了200个⼈在不同状态下（不同的神情，装扮，发型等）的⼈脸照⽚。
4624 scans of 123 persons using the non-contact 3D digitizer, Minolta Vivid 910, as shown in figure.
该数据集包含了来⾃123个⼈的4624张⼈脸图⽚，所有图⽚均由下图的仪器进⾏拍摄。
In total we obtained 460,723 face images from 20,284 celebrities from IMDb and 62,328 from Wikipedia, thus 523,051 in total.
IMDB-WIKI⼈脸数据库是有IMDB数据库和Wikipedia数据库组成，其中IMDB⼈脸数据库包含了460,723张⼈脸图⽚，⽽Wikipedia⼈脸数据库包含了62,328张⼈脸数据库，总共523,051张⼈脸数据库，IMDB-WIKI⼈脸数据库中的每张图⽚都被标注了⼈的年龄和性别，对于年龄识别和性别识别的研究有着重要的意义。
A data set of face regions designed for studying the problem of unconstrained face detection. This data set contains the annotations for 5171 faces in a set of 2845 images taken from the Faces in the Wild data set.
FDDB是UMass的数据集，被⽤来做⼈脸检测(Face Detection)。这个数据集⽐较⼤，⽐较有挑战性。⽽且作者提供了程序⽤来评估检测结果，所以在这个数据上⾯⽐较算法也相对公平。
15.
The dataset contains images of people collected from the web by typing common given names into Google Image Search. The coordinates of the eyes, the nose and the center of the mouth for each frontal face are provided in a ground truth file. This information can be used to align and crop the human faces or as a ground truth for a face detection algorithm. The dataset has 10,524 human faces of various resolutions and in different settings, e.g. portrait images, groups of people, etc. Profile faces or very low resolution faces are not labeled.
10k+⼈脸，提供双眼和嘴巴的坐标位置车辆定位
16.
The database contains 213 images of 7 facial expressions (6 basic facial expressions + 1 neutral) posed by 10 Japanese female models. Each image has been rated on 6 emotion adjectives by 60 Japanese subjects. The database was planned and assembled by Michael Lyons, Miyuki Kamachi, and Jiro Gyoba. We thank Reiko Kubota for her help as a research assistant. The photos were taken at the Psychology Department in Kyushu University.
该数据库是由10位⽇本⼥性在实验环境下根据指⽰做出各种表情，再由照相机拍摄获取的⼈脸表情图像。整个数据库⼀共有213张图
像，10个⼈，全部都是⼥性，每个⼈做出7种表情，这7种表情分别是： sad, happy, angry, disgust, surprise, fear, neutral. 每个⼈为⼀组，每⼀组都含有7种表情，每种表情⼤概有3,4张样图。超声波马达
密码：4xlk
