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The publicly available FG-Net aging database is commonly used in many works for age estimation in order to evaluate performance. The FG-NET Aging Database contains 1,002 face images from 82 subjects.

The Images of Groups Dataset is a collection of people images from Flickr images. They labeled each face into seven age categories: 0-2, 3-7, 8-12, 13-19, 20-36, 37-65, and 66+ http://chenlab.ece.cornell.edu/people/Andy/ImagesOfGroups.html

The MORPH database contains 1,724 face images of 515 individuals. These images represent a diverse population with respect to age, gender, and ethnicity. http://www.researchgate.net/profile/Karl_Ricanek/publication/4232791_MORPH_a_longitudinal_image_database_of_normal_adult_age-progression/links/00b4952686233c8c7e000000.pdf

See also http://www.faceaginggroup.com/morph/

The publicly available FG-Net aging database is commonly used in many works for age estimation in order to evaluate performance. The FG-NET Aging Database contains 1,002 face images from 82 subjects.

The Images of Groups Dataset is a collection of people images from Flickr images. They labeled each face into seven age categories: 0-2, 3-7, 8-12, 13-19, 20-36, 37-65, and 66+ http://chenlab.ece.cornell.edu/people/Andy/ImagesOfGroups.html

The MORPH database contains 1,724 face images of 515 individuals. These images represent a diverse population with respect to age, gender, and ethnicity. http://www.researchgate.net/profile/Karl_Ricanek/publication/4232791_MORPH_a_longitudinal_image_database_of_normal_adult_age-progression/links/00b4952686233c8c7e000000.pdf

See also http://www.faceaginggroup.com/morph/

See also ega-database as StevenPuttemans suggested in the replies

The publicly available FG-Net aging database is commonly used in many works for age estimation in order to evaluate performance. The FG-NET Aging Database contains 1,002 face images from 82 subjects.

The Images of Groups Dataset is a collection of people images from Flickr images. They labeled each face into seven age categories: 0-2, 3-7, 8-12, 13-19, 20-36, 37-65, and 66+ http://chenlab.ece.cornell.edu/people/Andy/ImagesOfGroups.html

The MORPH database contains 1,724 face images of 515 individuals. These images represent a diverse population with respect to age, gender, and ethnicity. http://www.researchgate.net/profile/Karl_Ricanek/publication/4232791_MORPH_a_longitudinal_image_database_of_normal_adult_age-progression/links/00b4952686233c8c7e000000.pdf

See also http://www.faceaginggroup.com/morph/

See also ega-database as StevenPuttemans suggested in the replies

EDIT:

There is also a recent article Age and Gender Classification using Convolutional Neural Networks by #gillevi that uses a new aging database (Adience benchmark) (thanks!!!)

http://www.openu.ac.il/home/hassner/projects/cnn_agegender/ http://www.openu.ac.il/home/hassner/projects/cnn_agegender/CNN_AgeGenderEstimation.pdf http://www.openu.ac.il/home/hassner/Adience/data.html#agegender

The Adience set consists of images automatically uploaded to Flickr from smart-phone devices. The entire Adience collection includes roughly 26K images of 2,284 subjects.