Given the licensing restrictions, researchers often cannot simply download a "verified" version from a public torrent. Here is the legitimate workflow:
Measuring how face recognition performance varies across different ethnicities and age groups to ensure fairness in AI. 4. Comparison to Other Datasets MORPH II (Verified) Images Subjects Setting Controlled (Mugshots) Uncontrolled (Family photos) In-the-wild (Celebrities) Verification High (Verified metadata) Lower (Web-crawled) 5. Accessibility and Ethics morph ii dataset verified
The database includes metadata for age, gender, and ethnicity (primarily European and African, with smaller subsets for Asian and Hispanic). Comparison to Other Datasets MORPH II (Verified) Images
The dataset comprises over 55,000 images of more than 13,000 individuals. What distinguishes Morph II from other facial databases is the temporal distribution. The images were taken over a span of decades, with the average time lapse between the earliest and latest image of a single individual being significant enough to exhibit visible aging. The subjects range in age from 16 to 77, capturing the critical transitions from young adulthood to middle and late adulthood. Crucially, the dataset includes metadata such as age, gender, and race, allowing for nuanced analysis of how aging differs across demographics. What distinguishes Morph II from other facial databases
Developed by researchers at the University of Notre Dame, specifically under the guidance of Dr. Kevin Bowyer and his team, the Morph II dataset (officially known as the MORPH Album 2) built upon the foundation laid by its predecessor, Morph I. While the initial dataset provided a proof of concept, Morph II was designed for scale and diversity. The data was gathered from historical arrest records, providing a "wild" or uncontrolled environment that is far more challenging—and realistic—than studio-lit datasets.
The subjects range in age from 16 to 77 years and include diverse ethnic backgrounds such as African, European, Asian, and Hispanic.
: It contains approximately 55,134 unique images of about 13,000 subjects. Time Span : Data was collected between 2003 and late 2007 .