Morph Ii Dataset [updated] Jun 2026

Alternatives / complements

While it is diverse, it is not perfectly balanced; certain demographics (like Black and White males) are more heavily represented than others.

Access to the MORPH-II academic dataset is restricted and requires an official application, typically through a university's institutional license. The official request portal is hosted by the University of North Carolina Wilmington (UNCW).

The dataset is divided into two main versions: an containing roughly 55,000 images, and a larger commercial version with about 202,000 images spanning 8 years. morph ii dataset

These discrepancies are critical. A research paper that fails to account for them may report inaccurate results for demographic classification or age estimation. Modern best practices involve a thorough data cleaning process, often resolving inconsistencies by majority vote or, in ambiguous cases, through visual inspection.

However, the dataset also has some limitations:

But the image on the thermal printer in her hand didn't fade. And as her eyes adjusted to the darkness, she saw the red light of the security camera blink on. Not recording. Alternatives / complements While it is diverse, it

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MORPH (Metamorphosis) II is a longitudinal database of facial images. Unlike static datasets, it captures the same individuals over several years, allowing researchers to study how faces change over time. Contains approximately 55,134 images . Subjects: Includes about 13,000 unique individuals .

The MORPH II dataset is often considered a "gold standard" in the field due to several key factors that set it apart from other databases like FG-NET. The dataset is divided into two main versions:

A unique identifier to track the same person across different years.

With a significant number of samples across various ethnic groups, models trained on MORPH II are less likely to suffer from demographic bias. 5. Challenges and Limitations