Morph Ii Dataset -
Because MORPH II contains mugshots of real individuals who were arrested (presumed innocent until proven guilty), researchers must treat the data with dignity. The creators explicitly prohibit using the dataset to build commercial surveillance systems targeting former inmates. Always cite the original technical report:
The MORPH II dataset was first introduced in 2010 as a successor to the original MORPH dataset, which was released in 2006. The original dataset was created to support research in facial aging and face recognition, but it had limitations in terms of size and diversity. The MORPH II dataset was designed to address these limitations and provide a more comprehensive resource for researchers. morph ii dataset
Ricanek, K., & Tesafaye, T. (2006). MORPH: A longitudinal image database of normal adult age-progression. In 7th International Conference on Automatic Face and Gesture Recognition (FGR'06). Because MORPH II contains mugshots of real individuals
: For Morphing Attack Detection, a dual-branch strategy helps handle ambiguity in labels, allowing models to better distinguish between bona fide and morphed samples. Generating Synthetic "Deep" Content The original dataset was created to support research
If your research tackles "how does a face change over 5 years?" — MORPH II is likely your starting point.
No dataset is perfect. As deep learning matures, researchers have begun highlighting MORPH II’s flaws.