Deeply Learned Classifiers for Age and Gender Predictions of Unfiltered Faces

Table 6

The details of experimental results of our model on OIU-Adience dataset.

Pretraining on IMDb-WIKI	Fine-tuning on MORPH-II	Image preprocessing	Data augmentation	Batch normalization	Exact acc. (age)	One-off (age)	Exact acc, (gender)
Yes	No	No	No	No	71.2	84.8	91.3
Yes	Yes	No	No	No	76.1	88.3	93.8
Yes	Yes	Yes	No	No	79.3	90.6	94.5
Yes	Yes	Yes	Yes	No	81.2	91.8	95.9
Yes	Yes	Yes	Yes	Yes	83.1	93.8	96.2