Consistency and Accuracy of CelebA Attribute Values
Consistency and Accuracy of CelebA Attribute Values
We report the first systematic analysis of the experimental foundations of facial attribute classification.Two annotators independently assigning attribute values shows that only 12 of 40 common attributes are assigned values with >= 95% consistency, and three (high cheekbones, pointed nose, oval face) have essentially random consistency.Of 5,068 duplicate face appearances …