Morph Ii Dataset
The MORPH II dataset is a large-scale dataset of face images, consisting of over 55,000 images of 1,376 subjects. The dataset was collected from various sources, including mugshots, driver's licenses, and passport photographs. The images are diverse in terms of age, ethnicity, and image quality, making it a challenging benchmark for face recognition systems.
| Dataset | Subjects | Images | Age range | Longitudinal? | Dominant demo | |---------|----------|--------|-----------|---------------|----------------| | | 13k+ | 55k | 16–77 | Yes | Black, male | | FG-NET | 82 | 1,002 | 0–69 | Yes | Mixed | | UTKFace | 20k+ | 23k+ | 0–116 | No | Mixed | | IMDB-WIKI | 20k+ | 523k | 0–100+ | No | Mixed, celebrity | | AFAD | 15k+ | 164k | 15–40 | No | Asian | morph ii dataset
Released in 2006, the MORPH II non-commercial dataset contains approximately 55,000 unique images 13,000 subjects The MORPH II dataset is a large-scale dataset
The average number of images per subject is roughly 4, but some individuals have as many as 30+ images taken over several years. This dense sampling of the aging trajectory is the dataset's primary selling point. | Dataset | Subjects | Images | Age range | Longitudinal
"I brought you here," he said, "because it keeps asking for you. It wants the source. It wants the woman who designed the architecture. It wants to know why the ghost in the machine hurts."
What makes Morph II exceptionally valuable for researchers is its rich metadata. Each image in the dataset is accompanied by a detailed set of annotations, including:
While highly useful, researchers have noted several issues that require careful handling: