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Unlike many earlier datasets that lacked diversity, MORPH II provides a broad demographic spread, making it essential for testing algorithmic bias.
While widely cited, researchers have identified inconsistencies in the original raw MORPH II data, leading to "verified" or "cleaned" subsets.
: Testing models' ability to predict a person's "ground truth" age with low Mean Absolute Error (MAE).
(PDF) Preliminary Studies on a Large Face Database - ResearchGate
Unlike many earlier datasets that lacked diversity, MORPH II provides a broad demographic spread, making it essential for testing algorithmic bias.
While widely cited, researchers have identified inconsistencies in the original raw MORPH II data, leading to "verified" or "cleaned" subsets.
: Testing models' ability to predict a person's "ground truth" age with low Mean Absolute Error (MAE).
(PDF) Preliminary Studies on a Large Face Database - ResearchGate