SQL Command: SELECT * FROM `fIMDB_MySQL` ORDER BY SOURCE ASC;
Click to open details in a new window! 10k US Adult Faces Database
https://wilmabainbridge.com/facememorability2.html Wild
10168
1
6
10168
5806
4362
1
1
1
1
Faculty
10.1037/a0033872
Click to open details in a new window! 3D Face Alignment in the Wild
3DFAW
http://mhug.disi.unitn.it/workshop/3dfaw/ Posed / Wild / 3D
3
1
1
1
Faculty
Click to open details in a new window! 3D Facial Expression Database
BU-3DFE
https://www.cs.binghamton.edu/~lijun/Research/3DFE/3DFE_Analysis.html Posed
1
7
100
56
44
3
1
6
1
1
1
Faculty; Neu/Hap/Dis/Fea/Ang/Sur/Sad
Yin et al. (2006). A 3D Facial Expression Database For Facial Behavior Research. In the 7th International Conference on Automatic Face and Gesture Recognition.
Click to open details in a new window! 3D Mask Attack Database
3DMAD
https://www.idiap.ch/dataset/3dmad Posed
76500
2
2
17
1
0
Installation packagel real face/mask spoof
10.1109/BTAS.2013.6712688
Click to open details in a new window! 3DSK face set with webmorph templates
3DSK
https://osf.io/a3947/ Posed
100
1
1
100
50
50
1
1
0
0
0
1
0
WebMorph data; Ratings on attractiveness, distinctiveness, dominance, health, and masculinity/femininity
10.17605/OSF.IO/A3947
Click to open details in a new window! 3D_RMA database
http://www.sic.rma.ac.be/~beumier/DB/3d_rma.html Posed
1
120
14
106
5
0
1
0
Click to open details in a new window! AffectNet
http://mohammadmahoor.com/affectnet/ Wild
1000000
1
7
1
7
1
1
1
0
File is too large to extract locally; Afr/Ang/Hap/Sad/Sur/Dis/Con
Mollahosseini, A., Hasani, B., & Mahoor, M.H. (2017). AffectNet: A New Database for Facial Expression, Valence, and Arousal Computation in the Wild. IEEE Transactions on Affective Computing.
Click to open details in a new window! Amsterdam Dynamic Facial Expression Set
ADFES
https://aice.uva.nl/research-tools/adfes-stimulus-set/adfes-stimulus-set.html Posed
648
13
3
22
10
12
5
4
9
1
1
Faculty; Afr/Ang/Con/Dis/Emb/Hap/Pri/Sad/Sur
Click to open details in a new window! Annotated Facial Landmarks in the Wild
AFLW
https://www.tugraz.at/institute/icg/research/team-bischof/lrs/downloads/aflw/ Wild
25993
1
6
1
1
0
0
10.1109/ICCVW.2011.6130513
Click to open details in a new window! AR Face Database
https://www2.ece.ohio-state.edu/~aleix/ARdatabase.html Posed
5966
26
5
126
56
70
1
2
24
0
0
1
0
Ang/Lit3/Obs2/Obs-Lit3/Scr/Smi x 2 time points
Martinez, A.M., & Benavente, R. (1998, June). The AR Face Database. CVC Technical Report #24.
Click to open details in a new window! Baby Faces
BF
marianadonadon@usp.br Spontaneous
72
1
6
12
6
6
1
1
5
1
0
1
1
Hap/Sad/Ang/Fea/Sur
10.1016/j.jneumeth.2018.10.021
Click to open details in a new window! Bahcesehir University Multimodal Face Database
BAUM-1
https://mimoza.marmara.edu.tr/~cigdem.erdem/BAUM1/ Posed / Spontaneous
1502
1
14
31
13
18
1
1
13
0
1
0
Hap/Ang/Sad/Dis/Fear/Boredom/Ccontempt/Unsure/Thoughtful/Concentration/Interest/Bothered
10.1109/TAFFC.2016.2553038
Click to open details in a new window! Basel Face Database
BFD
https://bfd.unibas.ch/en/ Posed / Morphs
600
3
3
40
22
18
1
1
2
2
0
1
0
Mor2
10.1371/journal.pone.0193190
Click to open details in a new window! Belfast Natural Induced Emotion Database
BINED
http://www.psych.qub.ac.uk/BINED/ Spontaneous
1
0
10.1109/T-AFFC.2011.26
Click to open details in a new window! Binghamton-Pittsburgh 3D Dynamic Spontaneous Facial Expression Database
BP4D-Spontaneous
https://www.cs.binghamton.edu/~lijun/Research/3DFE/3DFE_Analysis.html Posed / Spontaneous
1
8
41
23
18
1
1
7
1
1
1
1
Faculty; FACS coding, 2D and 3D landmarking
Zhang et al. (2013, April). A high resolution spontaneous 3D dynamic facial expression database. In the The 10th IEEE International Conference on Automatic Face and Gesture Recognition.
Click to open details in a new window! Bogazici Face Database
BFD
https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0192018 Posed
264
1
2
264
149
115
1
1
0
0
0
1
0
Turkish, early 20's; Set includes webmorph landmarks
10.1371/journal.pone.0192018
Click to open details in a new window! CAlifornia Facial Expressions Dataset
CAFE
https://cseweb.ucsd.edu/~gary/CAFE/ Posed
139
8
2
24
17
7
1
2
6
2
2
0
0
Ang/Dis/Hap/Hap/Sad/Sur/Sur
Dailey, M.N., Cottrell, G.W., & Reilly, J. (2001). CAlifornia Facial Expressions (CAFE). [https://www.cs.ucsd.edu/users/gary/CAFE/] La Jolla, CA: Computer Science and Engineering Department, UCSD.
Click to open details in a new window! Caltech Faces
http://www.vision.caltech.edu/html-files/archive.html Posed
450
1
3
29
12
17
1
1
1
1
0
0
Multiple indoor and outdoor shots
Unknown
Click to open details in a new window! Caltech Occluded Face in the Wild
COFW
http://www.vision.caltech.edu/xpburgos/ICCV13/ Wild
1
1
1
0
Burgos-Artizzu, X.P., Perona, P., & Doll r, P. (2013, December). Robust face landmark estimation under occlusion. ICCV.
Click to open details in a new window! Carnegie Melon University Multi-PIE Face Database
https://www.ri.cmu.edu/project/pie-database/ Posed
755370
1
7
337
235
102
15
1
1
1
1
$$$; NonNEUT include Dis/EPC/Smi/Sur/Scr
Click to open details in a new window! CASIA WebFace
cliffworkmanphd@gmail.com Wild
494414
1
7
10575
1
1
1
1
0
0
Archive sent by individual unaffiliated with CASIA WebFace
Unknown
Click to open details in a new window! Center for Vital Longevity - Park Lab Face Database
CVL
https://agingmind.utdallas.edu/download-stimuli/face-database/ Posed
19154
9
6
580
352
228
1
1
8
1
1
1
0
Ang/Ann/Dis/Gru/Hap/Mor/Sad/Sur; Two sets of stim info
10.3758/BF03206543
Click to open details in a new window! ChatLab Facial Anomaly Database
CFAD
https://cliffordworkman.com/resources/ Posed
4341
1
14
163
94
69
6
14
0
1
1
1
0
Pre- and post-corrective tx with and without grayscaling and luminance correction; limited # alt views; set includes auto-delineated webmorph landmarks
10.1016/j.metip.2021.100063
Click to open details in a new window! Chicago Face Database
CFD
https://chicagofaces.org/ Posed
2393
5
4
685
369
316
1
1
4
1
1
1
0
Ang/Afr/Hap/Hap
10.3758/s13428-014-0532-5
Click to open details in a new window! Child Affective Face Set
CAFE
https://www.childstudycenter-rutgers.com/the-child-affective-facial-expression-se Posed
1192
7
4
154
90
64
1
1
6
1
0
1
1
Institution; Afr/Ang/Dis/Hap/Sad/Sur
10.3389/fpsyg.2014.01532
Click to open details in a new window! Child Emotion Facial Expression Set
ChildEFES
moc.oargen@anailuj Posed / Spontaneous
1985
1
8
124
68
56
1
1
7
1
0
0
1
Hap/Dis/Sur/Fea/Sad/Ang/Con
10.3389/fpsyg.2021.666245
Click to open details in a new window! Child Emotions Picture Set
CEPS
https://www.researchgate.net/profile/Aline-Romani-Sponchiado Posed
225
1
19
17
9
8
1
1
18
1
0
1
1
Hap/Sad/Ang/Fea/Dis/Sur x 3 intensities (high, medium, low); normative ratings
10.1037/h0101430
Click to open details in a new window! Chinese Academy of Science-Pose, Expression, Accessory, and Lighting Face Database
CAS-PEAL
http://www.jdl.ac.cn/peal/ Posed
99594
26
6
1040
595
445
9
5
0
1
Faculty; Lit15/Obs6; emotional expressions not specified
10.1109/TSMCA.2007.909557
Click to open details in a new window! Chinese University of Hong Kong Face Sketch Database
CUHK
http://mmlab.ie.cuhk.edu.hk/archive/facesketch.html Posed
1588
2
4
188
54
134
1
1
0
0
0
0
0
Chinese adults; also includes face sketches
Martinez, A.M., & Benavente, R. (1998, June). The AR Face Database. CVC Technical Report #24.
Click to open details in a new window! CIE Biometrics PUT Face Database
PUT FD
cliffworkmanphd@gmail.com Posed
9181
1
5
100
11
89
92
1
0
0
1
0
0
Video stills; sometimes expressive; photo # varies by sub; contours, landmarks
Kasi?ski, A., Florek, A., & Schmidt, A. (2008). The PUT face database. Image Processing & Communications, 13(3-4), 59-64.
Click to open details in a new window! City Infant Faces Database
cityinfantfacedatabase@gmail.com Spontaneous
308
2
3
195
35
33
1
1
2
1
0
1
1
Institution; Pos/Neg; color and B&W
10.3758/s13428-017-0859-9
Click to open details in a new window! Collection of Facial Images
CoFI
cliffworkmanphd@gmail.com Posed / Spontaneous
7934
4
5
394
58
336
20
1
0
1
1
1
0
Video stills; sometimes expressive
Acknowledgement is requested
Click to open details in a new window! Computer Vision Laboratory Face Database
CVL
http://www.lrv.fri.uni-lj.si/facedb.html Posed
797
1
3
114
6
108
5
1
2
0
1
1
0
Smi/Smi; Caucasian, mostly early 20's
Peer, P., Emersic, Z., Bule, J., Zganec, G. (2014). Strategies for exploiting independent cloud implementations of biometric experts in multibiometric scenarios. Mathematical problems in engineering, 1-15.
Click to open details in a new window! Computer Vision Research Laboratory Biometric Data Sets
CVRL
https://cvrl.nd.edu/projects/data/ 5
1
Institution; 5 datasets totalling ~278 gigs
10.1073/pnas.1721355115
Click to open details in a new window! CyberExtruder Ultimate Face Matching Data Set
https://cyberextruder.com/face-matching-data-set-download/ Wild
10205
1
6
1000
1
1
1
0
0
Sometimes expressive
Unknown
Click to open details in a new window! Dartmouth Database of Childrens Faces
DDCF
https://www.faceblind.org/social_perception/K_Dalrymple/DDCF.html Posed
3200
1
4
80
40
40
5
1
7
1
0
1
1
Institution; Afr/Ang/Dis/Hap2/Sad/Sur; predominantly white
10.1371/journal.pone.0079131
Click to open details in a new window! Developmental Emotional Faces Stimulus Set
DEFSS
https://www.dropbox.com/sh/ng17pcjtizhmbb3/AAAe4Bu_I6Fr9oqXwKmWlfYqa?dl=0 Posed
404
5
3
116
73
43
1
1
4
1
1
1
0
Afr/Ang/Hap/Sad; ages 8-30, predominantly white
10.3758/s13428-016-0756-7
Click to open details in a new window! Disguised Faces in the Wild dataset
DFW
http://iab-rubric.org/resources/dfw.html Wild
11157
1
1000
1
1
0
Kushwaha et al. (2018). Disguised Faces in the Wild. IEEE International Conference on Computer Vision and Pattern Recognition.
Click to open details in a new window! Emotional Face Database
https://e-face.ir/ Posed
1
7
41
15
26
1
1
6
0
0
1
Faculty; Neu/Hap/Sad/Ang/Dis/Fearful/Sur
Heydari, F. & Yoonessi, A. (2020, November 4). Emotional Face Database. Retrieved from http://e-face.ir/.
Click to open details in a new window! Eurecom Kinect Fact Dataset
http://rgb-d.eurecom.fr/ Posed / 3D
1
9
52
14
38
3
4
5
1
1
Faculty; manual landmarks; Neu/Smi/Mouth open/Occlusion sunglasses/Occlusion hand/Occlusion paper
10.1109/TSMC.2014.2331215
Click to open details in a new window! Extended Cohn-Kanade Dataset
CK / CK+
https://www.pitt.edu/~emotion/ck-spread.htm Posed / Spontaneous
10708
1
6
123
86
37
1
1
1
1
0
1
0
Video stills; Landmarks, emotion & action coding
10.1109/CVPRW.2010.5543262
Click to open details in a new window! Extended M2VTS Database
XM2FDB
http://www.ee.surrey.ac.uk/CVSSP/xm2vtsdb/ Posed / Spontaneous
1180
4
4
295
1
1
$$$
Click to open details in a new window! Extended Public Fidentis Database
F3D-FD
https://www.fidentis.cz/admin/application.php 3D
280
1
1
202
122
80
1
0
1
1
1
Faculty
Chalas et al. (2014). Forensic 3D facial identication software (FIDENTIS). In Proceedings of the 20th World Meeting of the International Association of Forensic Sciences.
Click to open details in a new window! Extended Yale Face Database B
http://vision.ucsd.edu/~leekc/ExtYaleDatabase/ExtYaleB.html Posed
16128
1
6
38
8
30
9
1
0
1
0
0
0
Lit64
10.1109/34.927464
Click to open details in a new window! Face Detection Data Set and Benchmark
FDDB
http://vis-www.cs.umass.edu/fddb/index.html Wild
2845
1
5171
0
Jain & Learned-Miller (2010). FDDB: A Benchmark for Face Detection in Unconstrained Settings. University of Massachusetts, Amherst.
Click to open details in a new window! Face Place
https://sites.google.com/andrew.cmu.edu/tarrlab/stimuli Posed
6574
4
5
235
143
92
16
2
2
1
1
1
0
Obs2
10.1080/13506285.2012.654624
Click to open details in a new window! Face Research Lab London Set
https://figshare.com/articles/Face_Research_Lab_London_Set/5047666 Posed
1122
2
4
102
49
53
5
1
1
1
1
1
0
Predominantly white
10.6084/m9.figshare.5047666.v3
Click to open details in a new window! FACES Database
FACES
https://faces.mpdl.mpg.de/imeji/ Posed
72
1
1
6
3
3
0
2
10
0
1
1
0
Subset available without requesting access; Afr/Ang/Dis/Hap/Sad
10.3758/BRM.42.1.351
Click to open details in a new window! FACES Database (Complete)
FACES
https://faces.mpdl.mpg.de/imeji/ Posed
2052
1
4
171
85
86
1
2
10
0
1
1
1
Faculty; Afr/Ang/Dis/Hap/Sad x 2
10.3758/BRM.42.1.351
Click to open details in a new window! FaceScrub
https://vintage.winklerbros.net/facescrub.html Wild
106862
1
7
530
265
265
1
1
0
0
Flat text documents with links to images
Ng, H.W., & Winkler, S. (2014, October). A data-driven approach to cleaning large face datasets. Paper presented at Proc. IEEE International Conference on Image Processing (ICIP), Paris, France.
Click to open details in a new window! FaceTracer Database
https://www.cs.columbia.edu/CAVE/databases/facetracer/ Wild
15000
1
6
1
1
1
0
Flat text documents with links to images
10.1007/978-3-540-88693-8_25
Click to open details in a new window! Facial Masculinity Study
https://osf.io/9b4y7/ Posed
160
8
2
20
10
10
1
8
0
0
0
1
0
Mor2/Mor2/Mor2/Mor2 x High/Low (Average/Health/Sexual Dimorphism/Symmetry)
10.1177/0956797618760197
Click to open details in a new window! Faculty of Industrial Engineering Face Database
FEI
https://fei.edu.br/~cet/facedatabase.html Posed
2800
14
4
200
100
100
11
1
2
1
1
1
0
Lit2/Smi; some infor about stim on website
de Oliveira Junior, L.L., & Thomaz, C.E. (2006, June). "aptura e Alinhamento de Imagens: Um Banco de Faces Brasileiro. Undergraduate Technical Report (in Portuguese), Department of Electrical Engineering, FEI.
Click to open details in a new window! FLORENCE 3D-2D
https://www.micc.unifi.it/resources/datasets/florence-3d-faces/ 3D / Morphs
53
1
1
53
14
39
1
0
1
1
0
Age bins
10.1145/2072572.2072597
Click to open details in a new window! FLORENCE Superface
https://www.micc.unifi.it/resources/datasets/florence-superface/ 3D / Morphs
1
20
0
10.1007/978-3-642-33863-2_8
Click to open details in a new window! Generated Photos
https://generated.photos/ Artificial
10000
1
1
1
1
1
1
Free dataset for academic research; gender, age, ethnicity, eye color, hair color, hair length, emotion
Example attribution line: "Photo by
Click to open details in a new window! Georgia Tech Face Database
http://www.anefian.com/research/face_reco.htm Posed
1500
1
4
50
7
43
15
1
1
1
0
0
Labels
10.1117/12.263232
Click to open details in a new window! Glasgow Unfamiliar Face Database
GUFD
http://www.facevar.com/glasgow-unfamiliar-face-database Posed / Spontaneous
6666
2
5
304
133
171
20
1
0
1
1
1
0
Sometimes expressive
10.3758/BRM.42.1.286
Click to open details in a new window! Gur Lab 2D Facial Emotional Stimuli
Gur
https://www.med.upenn.edu/bbl/2dfaces.html Posed
368
9
3
174
1
2
7
1
1
1
0
Afr2/Ang2/Dis/Hap3/Sad3
10.1016/S0893-133X(01)00278-0; 10.1016/0165-1781(92)90115-J; 10.1016/S0165-0270(02)00006-7
Click to open details in a new window! Head Pose Image Database
http://www-prima.inrialpes.fr/Pointing04/data-face.html Posed
2820
1
4
15
2
13
186
1
0
0
0
0
0
Gourier, N., Hall, D., & J. L. Crowley, J.L. (2004). Estimating Face Orientation from Robust Detection of Salient Facial Features. Proc. Pointing 2004, ICPR, International Workshop on Visual Observation of Deictic Gestures.
Click to open details in a new window! Heads Stimulus Set
cliffworkmanphd@gmail.com Posed / Morphs
184
2
2
62
0
62
1
1
1
1
1
1
0
Bald headed men; Mor
10.1037/0096-3445.130.1.116
Click to open details in a new window! Humintell For Use in Research
JACFEE & JACNeuF
https://www.humintell.com/for-use-in-research/ Posed
112
3
2
112
56
56
1
2
130
1
0
1
1
$$$
Click to open details in a new window! IAM Faces Database
http://www.fki.inf.unibe.ch/databases/iam-faces-database Posed
710
1
3
30
0
30
13
1
0
1
0
0
0
Some subects frontal, some profile
Unknown
Click to open details in a new window! IARPA Janus Benchmark
https://nigos.nist.gov/datasets/ijbc/request Wild
149000
1
1
Institution
Click to open details in a new window! ibug 300 Faces In-the-Wild Challenge
https://ibug.doc.ic.ac.uk/resources/300-W/ Wild
600
2
3
1
1
1
0
0
Indoor/Outdoor
10.1109/ICCVW.2013.59
Click to open details in a new window! IMM Face Database
IMM
https://www.imm.dtu.dk/~aam/datasets/datasets.html Posed
240
1
2
40
7
33
3
1
3
0
1
1
0
Hap/Lit/Rdm
10.1109/TMI.2003.817780
Click to open details in a new window! Indian Movie Face Database
IMFDB
https://cvit.iiit.ac.in/projects/IMFDB/ Wild
34512
1
6
100
0
1
1
0
10.1109/NCVPRIPG.2013.6776225
Click to open details in a new window! Indian Semi Acted Facial Expression Database
iSAFE
https://github.com/shivendra2015iiit/Indian-Semi-Acted-Facial-Expression-Database-iSAFE- Posed / Spontaneous
395
1
8
44
1
7
0
0
Hap/Sad/Sur/Dis/Fear/Ang/Uncertain/Neu
Singh, Shivendra, & Shajulin (2019). Indian Semi-Acted Facial Expression (iSAFE) Dataset for Human Emotions Recognition. In the International Symposium on Signal Processing and Intelligent Recognition Systems.
Click to open details in a new window! Institute of Road and Transport Technology Face Database
IRTT
https://www.geocities.ws/senthilirtt/Senthil%20IRTT%20Face%20Database%20Version%201.1 Posed
317
1
13
1
12
0
0
0
0
Only 45 images appear in the linked archive
Click to open details in a new window! Iranian Face Database
IFDB
https://easy.dans.knaw.nl/ui/datasets/id/easy-dataset:114447/tab/2 Posed
3600
9
4
616
129
487
6
1
3
0
1
1
1
Institution; Ang/Obs/Smi
Click to open details in a new window! IST-EURECOM Light Field Face Database
http://www.img.lx.it.pt/LFFD/ 2000
2
4
100
1
Institution
10.1109/IWBF.2017.7935086
Click to open details in a new window! Japanese Female Facial Expression Database
JaFFE
https://www.kasrl.org/jaffe.html Posed / Spontaneous
217
1
2
10
10
0
1
1
6
0
0
1
0
Japenese women
10.1109/34.817413
Click to open details in a new window! Karolinska Directed Emotional Faces
KDEF
https://www.emotionlab.se/resources/kdef Posed
5246
2
5
70
35
35
5
2
12
0
0
1
0
Cropped/Chimeric; Afr/Ang/Dis/Hap/Sad/Sur; Caucasian; stim info available from Todorov lab (IIRC, this comes with the Todorov lab stim download)
Lundqvist et al. (1998). The Karolinska Directed Emotional Faces - KDEF, CD ROM, Karolinska Institutet, ISBN 91-630-7164-9.; Lundqvist & Litton (1998). The Averaged Karolinska Directed Emotional Faces - AKDEF. CD-ROM, Karolinska Institutet, ISBN 91-630-7164-9.
Click to open details in a new window! Kinship Face in the Wild
KinFaceW
https://www.kinfacew.com/index.html Wild
1066
1
4
1066
562
504
1
1
0
0
Parent-offspring photograph pairs
10.1109/TPAMI.2013.134
Click to open details in a new window! Ku Leuven Face Database
https://ppw.kuleuven.be/english/research/lep/resources/face 3D
420
1
1
60
0
60
7
1
0
0
0
1
0
Color-coded areas of interest for each face and orientation
10.3758/BRM.41.2.279
Click to open details in a new window! Labeled Face Parts in the Wild Dataset
LFPW
https://neerajkumar.org/databases/lfpw/ Wild
5722
1
5
1
1
0
0
CSVs with links to images
10.1109/TPAMI.2013.23
Click to open details in a new window! Labeled Faces in the Wild
LFW
http://vis-www.cs.umass.edu/lfw/ Wild
151116
1
7
5748
1480
4268
1
1
1
0
Deep Funneled/Superpixels Fine/Aligned/Crop
10.1007/978-3-319-25958-1_8
Click to open details in a new window! Large Age-Gap Database
LAG
http://www.ivl.disco.unimib.it/activities/large-age-gap-face-verification/ Wild
3828
1
4
1010
1
1
0
0
Young and old photos of the same person
arXiv:1602.06149
Click to open details in a new window! Large Scale Facial Model
LSFM
https://xip.uclb.com/i/healthcare_tools/LSFM.html 3D / Morphs
1
10000
1
1
1
Institution
Booth et al. (2016, June). A 3D Morphable Model learnt from 10,000 faces. In the Proceedings of IEEE Int?l Conf. on Computer Vision and Pattern Recognition.
Click to open details in a new window! Large-Scale 3D Face Alignment Dataset
LS3D-W
https://www.adrianbulat.com/face-alignment Wild
230000
1
0
Bulat & Tzimiropoulos (2017). How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks).
Click to open details in a new window! Lightweight Face Recognition Challenge
ICCV 2019
https://ibug.doc.ic.ac.uk/resources Wild
1
0
Click to open details in a new window! Makeup Datasets
http://www.antitza.com/makeup-datasets.html Posed / Wild
1604
4
4
541
541
0
1
1
0
1
Must request specific database; Obs(makeup w/&w/o)/CGI(makeup); predominanty Caucasian
10.1109/BTAS.2012.6374605; 10.1109/ICB.2013.6612994; 10.1016/j.inffus.2015.09.005; 10.1109/ISBA.2017.7947686
Click to open details in a new window! McGillFaces Database
https://sites.google.com/site/meltemdemirkus/mcgill-unconstrained-face-video-database/ Wild
18000
1
3
60
31
29
1
0
1
0
Indoor/outdoor, illumination, background clutter; gender ground truths available
Demirkus et al. (2014). Probabilistic Temporal Head Pose Estimation Using a Hierarchical Graphical Model. In the European Conference on Computer Vision.
Click to open details in a new window! Miami University Deception Detection Database
MU3D
https://sc.lib.miamioh.edu/handle/2374.MIA/6067 Spontaneous
320
1
40
40
1
0
Pos and neg truth / pos and neg lie
Click to open details in a new window! Milborrow - University of Cape Town Face Database
MUCT
http://www.milbo.org/muct/ Posed
3755
3
4
276
5
2
1
1
1
0
0
Smi; landmarks
Milborrow, S., Morkel, J., & Nicolls, F. (2010). The MUCT Landmarked Face Database. Pattern Recognition Association of South Africa.
Click to open details in a new window! MIT Center for Biological and Computational Learning Face Data Set
CBCL FD
http://cbcl.mit.edu/software-datasets/heisele/facerecognition-database.html Posed
5329
3
5
10
3
7
200
2
1
1
0
0
0
CGI
10.1109/CVPR.2004.315
Click to open details in a new window! MMI Facial Expression Database
MMI
https://mmifacedb.eu/collections/ Posed
491
1
3
5
1
4
98
0
98
0
0
1
0
Images Only subet - different numbers/types of stim across collections; xmls for details
Valstar, M.F., & Pantic, M. (2010, May). Induced Disgust, Happiness and Surprise: an Addition to the MMI Facial Expression Database. Proc. International Language Resources and Evaluation Conference, Malta.
Click to open details in a new window! Montreal Set of Facial Displays of Emotion
MSFDE
http://www.psychophysiolab.com/en/msfde.php Posed / Morphs
583
2
3
10
5
5
1
1
6
1
0
1
0
Ang/Emb/Dis/Hap/Sad/Sur; xmls for details
10.1177/0022022104273656
Click to open details in a new window! Multi-Attribute Labelled Faces
MALF
http://www.cbsr.ia.ac.cn/faceevaluation/ Wild
5250
1
11931
1
1
1
0
Face annotations
Yang et al. (2015). Fine-grained Evaluation on Face Detection in the Wild. In the Proceedings of the 11th IEEE International Conference on Automatic Face and Gesture Recognition Conference and Workshops.
Click to open details in a new window! Multi-Racial Mega-Resolution Database of Facial Stimuli
MR2
https://ninastrohminger.com/the-mr2 Posed
75
1
1
75
41
34
1
1
0
1
0
1
0
10.3758/s13428-015-0641-9
Click to open details in a new window! Multimedia Understanding Group Facial Expression Database
MUG
https://mug.ee.auth.gr/fed/ Posed
140300
1
7
52
30
22
1
6
0
0
0
0
Afr/Ang/Dis/Hap/Sad/Sur
Acknowledgement is requested
Click to open details in a new window! Multimodal Biometric Database of 3D Face and Hand Scans
DMCSv1
http://biometrics.dmcs.pl/en/databases/dmcsv1 3D
1050
1
15
35
5
10
1
0
Sankowski, Nowak, & Krotewicz. (2015, June). Multimodal Biometric Database DMCSv1 of 3D Face and Hand Scans.In the 22nd International Conference for Mixed Design of Integrated Circuits & Systems.
Click to open details in a new window! Natural Visible and Infrared facial Expression Database
NVIE
https://nvie.ustc.edu.cn/index.html Posed / Spontaneous
280085
4
7
102
2
0
0
0
0
0
Lit2(infrared, visible) x Obs(glasses); sometimes expressive
Click to open details in a new window! NIMH Child Emotional Faces Picture Set
NIMH-ChEFS
https://devepi.duhs.duke.edu/nimh-chefs-picture-set/ Posed
482
10
3
60
40
20
2
2
8
1
0
1
0
Afr/Ang/Hap/Sad
10.1002/mpr.343
Click to open details in a new window! NimStim
https://www.macbrain.org/resources.htm Posed
672
16
3
43
18
25
1
4
12
1
0
1
1
Faculty; Afr2/Ang2/Dis2/Hap3/Sad2/Sur
10.1016/j.psychres.2008.05.006
Click to open details in a new window! NIST Facial Recognition Technology Database
FERET
https://www.nist.gov/itl/iad/image-group/color-feret-database Posed
11338
1
6
994
13
1
1
1
0
10.1016/S0262-8856(97)00070-X
Click to open details in a new window! NIST Mugshot Identification Database
https://www.nist.gov/srd/nist-special-database-18 Posed
3248
1
4
1573
78
1495
2
1
0
1
1
1
0
Mugshots varying in recency
10.18434/T4159S
Click to open details in a new window! NMAmit Photo Sketch Database
NMAPS
https://docs.google.com/document/d/1WCg_r1jBdo0GuKDfG6YpQdvK4_RI6nKUDcdFBL61n3g/edit?usp=sharing Posed / Spontaneous
208
2
0
0
South Indian; Original/Sketch
10.1109/ICACCI.2018.8554564
Click to open details in a new window! Oslo Face Database
https://sirileknes.com/oslo-face-database/ Posed
642
3
3
187
103
84
1
3
0
1
0
1
0
3 gaze directions
10.1038/mp.2014.1
Click to open details in a new window! OUI-Adience Face Image Project
https://talhassner.github.io/home/projects/Adience/Adience-data.html Wild
38740
1
6
2284
1
1
1
0
10.1109/TIFS.2014.2359646
Click to open details in a new window! Pictures of Facial Affect
POFA
https://www.paulekman.com/product/pictures-of-facial-affect-pofa/ Posed
110
1
2
14
8
6
1
1
10
0
1
1
1
$$$
Ekman & Friesen (1976). Pictures of Facial Affect. San Francisco, CA: Human Interaction Laboratory, UMCR.
Click to open details in a new window! Project Implicit Demo Website Datasets
https://www.projectimplicit.net/stimuli.html Posed / Spontaneous
184
7
2
90
34
56
1
2
5
1
1
0
0
1Smi/Mor; 2 sets politicians, 2 sketches, 1 classic; weight bodies and BW presidents on OSF
10.1080/10463280701489053
Click to open details in a new window! Psychological Image Collection
PICS
http://pics.stir.ac.uk Posed
2825
9
4
397
159
238
5
9
9
1
1
0
0
Dis/Obs(cap)/Smi4/Sur/Pai; wide variation btwn sets & w/in (e.g., # poses); Mooney faces
Acknowledgement is requested (include URL: ics.stir.ac.uk)
Click to open details in a new window! PubFig
https://www.cs.columbia.edu/CAVE/databases/pubfig/ Wild
58797
1
6
200
1
1
0
0
Test/Train; flat text documents with links to images
10.1109/ICCV.2009.5459250
Click to open details in a new window! PubFig83
https://vision.seas.harvard.edu/pubfig83/ Wild
13838
1
6
83
42
41
1
1
0
0
L3 Prime descriptors
10.1109/CVPRW.2011.5981788
Click to open details in a new window! Racial Bias in Pain Recognition
https://osf.io/dmqy9/ Posed / Morphs
1835
2
4
30
0
30
1
1
1
1
0
1
0
2Mor; from neutral to pain expression with variety of preprocessing steps
10.31234/osf.io/xkufm
Click to open details in a new window! Radboud Faces Database
RaFD
http://www.socsci.ru.nl:8180/RaFD2/RaFD?p=main Posed
8040
1
5
67
25
42
15
1
7
1
1
1
0
Afr/Ang/Cnt/Dis/Hap/Sad/Sur
10.1080/02699930903485076
Click to open details in a new window! Senthilkumar Face Database
https://www.geocities.ws/senthilirtt/Senthil%20Face%20Database%20Version1 Posed
80
16
1
5
0
5
11
1
5
0
0
0
0
EPC/Obs/Smi/Smi/Smi; South Asian men
Unknown
Click to open details in a new window! SiblingsDB Database
https://areeweb.polito.it/ricerca/cgvg/siblingsDB.html Posed
1158
1
4
184
4
1
0
0
1
1
0
Siblings
0.1007/s00371-013-0884-3
Click to open details in a new window! Specs on Faces Dataset
SoF
https://sites.google.com/view/sof-dataset Posed
42592
1
6
112
46
66
1
1
1
0
People wearing glasses either outside or in; men and women living in Egypt
arXiv:1706.04277
Click to open details in a new window! Static Facial Expressions in the Wild Database
SFEW
https://cs.anu.edu.au/few/AFEW.html Wild
3460
3
4
1
5
1
1
0
0
Test/Train/Val; Afr/Ang/Dis/Sur
10.1109/ICCVW.2011.6130508
Click to open details in a new window! Surveillance Cameras Face Database
Scface
https://www.scface.org/ Posed / Spontaneous
4160
1
4
130
115
15
8
0
1
1
1
Institution
10.1007/s11042-009-0417-2
Click to open details in a new window! The Basel Face Model
BFM
https://faces.dmi.unibas.ch/bfm/bfm2019.html Posed / 3D / Morph
1
200
100
100
0
10.1109/FG.2018.00021
Click to open details in a new window! The Bosphorus Database
http://bosphorus.ee.boun.edu.tr/register.aspx?returnurl=http%3a%2f%2fbosphorus.ee.boun.edu.tr%2fhowtoobtain.aspx Posed / 3D
1
105
13
1
1
Institution; FACS coding
Savran et al. (2008, May). Bosphorus Database for 3D Face Analysis, The First COST 2101 Workshop on Biometrics and Identity Management.
Click to open details in a new window! The Database of Faces
ORL
https://cam-orl.co.uk/facedatabase.html/ Posed
400
1
3
40
10
1
0
1
1
0
0
Sometimes expressive; predominantly white, college-aged
10.1109/CVPR.2004.315
Click to open details in a new window! The Faces and Motion Exeter Database Face Database
FAMED
http://chrislongmore.co.uk/famed/ Posed
2303
1
2
0
Smi/Ang/Fea/Dis/Sur/Sad
10.1016/j.neuropsychologia.2013.01.022
Click to open details in a new window! The Texas 3D Face Recognition database
Texas 3DFRD
https://live.ece.utexas.edu/research/texas3dfr/ Posed / 3D
1149
2
105
1
1
Faculty; 2D/3D; Meta-data: demographics (gender, ethnicity), facial expression, fiducial landmarks
Gupta et al. (2010, May). Texas 3D Face Recognition Database. IEEE Southwest Symposium on Image Analysis and Interpretation.
Click to open details in a new window! The University of Milano Bicocca 3D Face Database
UMB-DB
https://www.ivl.disco.unimib.it/minisites/umbdb/description.html 3D
1473
1
6
143
45
98
1
3
3
1
1
1
Faculty
10.1109/ICCVW.2011.6130509
Click to open details in a new window! The VT-AAST Benchmarking Dataset
https://abdoaast.wixsite.com/abdallahabdallah/the-vt-mena-benchmarking-datas 3D
286
1
1
1027
1
0
Results of manual segmentation in color and grayscale
Abdallah et al. (2007). A New Color Image Database for Benchmarking of Automatic Face Detection and Human Skin Segmentation Techniques. In the 4th International Conference on Machine Learning and Pattern Recognition.
Click to open details in a new window! Todorov Lab
https://tlab.princeton.edu/databases/ Posed / Morphs
7100
15
5
547
0
15
1
0
1
0
Mor13/Smi2; non-morphs are headshots of (predominantly white) politicians
10.1037/a0032335; 10.1073pnas.0805664105; 10.1109/MSP.2010.940006; 10.1111/j.1751-9004.2011.00389.x
Click to open details in a new window! Tromso Infant Faces Database
TIF
gerit.pfuhl@uit.no Spontaneous
119
1
7
18
10
8
1
1
6
0
0
1
1
Hap/Sad/Dis/Ang/Afr/Sur; normative ratings
10.3389/fpsyg.2017.00409
Click to open details in a new window! Unconstrained Facial Images
http://ufi.kiv.zcu.cz/ Wild
9801
2
5
605
1
1
0
0
Test/Train
10.1007/978-3-319-27101-9_26
Click to open details in a new window! UNCW MORPH Database
https://ebill.uncw.edu/C20231_ustores/web/classic/product_detail.jsp?PRODUCTID=8 Posed
55134
1
6
13618
11459
2159
1
1
0
1
1
1
1
$$$; sometimes expressive
Click to open details in a new window! University of Oulu Physics-Based Face Database
PBFD
http://www.cse.oulu.fi/CMV/Downloads/Pbfd Posed
1
125
1
16
1
$$$
10.1117/1.482722
Click to open details in a new window! Urban Tribes
http://vision.ucsd.edu/content/urban-tribes Wild
1
1
1
0
Murillo et al. (2012, June). Urban Tribes: Analyzing Group Photos from a Social Perspective. CVPR Workshop on Socially Intelligent Surveillance and Monitoring (SISM).
Click to open details in a new window! UvA-NEMO Smile Database
https://www.uva-nemo.org/ Posed / Spontaneous
1240
2
4
400
185
215
1
0
2
1
1
Faculty
10.1109/TMM.2015.2394777
Click to open details in a new window! VGG-Face dataset
http://www.robots.ox.ac.uk/~vgg/data/vgg_face/ Wild
1
2622
1
1
1
0
Parkhi, Vedaldi, & Zisserman (2015). Deep Face Recognition. British Machine Vision Conference.
Click to open details in a new window! VGGFace2
https://www.robots.ox.ac.uk/~vgg/data/vgg_face2/ Posed / Wild
1
9000
1
1
1
0
Cao et al. (2018). VGGFace2: A dataset for recognising face across pose and age. In the International Conference on Automatic Face and Gesture Recognition.
Click to open details in a new window! VIP_attribute Dataset
http://www.antitza.com/VIP_attribute-dataset.html Posed / Wild
1
1
1026
513
513
1
1
0
1
1
1
0
BMIs
Dantcheva et al. (2018, August). Show me your face and I will tell you your height, weight and body mass index. In the Proceedings of the 24th IAPR International Conference on Pattern Recognition.
Click to open details in a new window! White, Pardo, and Black Children Picture Set
BIC-Multicolor
airi.sacco@ufpel.edu.br Posed
120
1
1
120
66
54
1
1
0
1
0
1
1
Normative ratings
10.1037/pne0000040
Click to open details in a new window! WIDER FACE dataset
http://shuoyang1213.me/WIDERFACE/ Wild
32203
3
393703
1
1
1
0
Face annotations
Yang et al. (2016). WIDER FACE: A Face Detection Benchmark. IEEE Conference on Computer Vision and Pattern Recognition.
Click to open details in a new window! Yale Face Database
http://vision.ucsd.edu/content/yale-face-database Posed
165
11
2
15
1
14
1
3
7
1
1
1
0
Epc/Hap/Lit/Lit/Obs/Sad/Slp
Belhumeur, P., Hespanha, J., Kriegman, D. (1997, July). Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 711-720.
Click to open details in a new window! Young Adult White Faces with Manipulated Versions
https://figshare.com/articles/Young_Adult_White_Faces_with_Manipulated_Versions/4220517 Posed
648
2
3
40
20
20
1
1
1
1
0
1
0
Young adults, predominantly white; WebMorph data
10.6084/m9.figshare.4220517.v1
Click to open details in a new window! Youth Emotion Picture Set
YEPS
adriane.arteche@pucrs.br Posed
42
1
8
31
1
1
7
1
0
0
1
Ang/Con/Dis/Fea/Hap/Sad/Sur
10.1177/0301006618797226
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