Prediction of Gender and Age Period from Periorbital Region with VGG16

Using deep learning methods, age and gender estimation from people’s facial area has become popular. Recently, with the increase in use of masks due to Covid-19, only eye people is seen. The periorbital region can give an idea about person’s characteristics, such as gender. This study it aimed predict images obtained by cutting photographs using Visual Geometry Group-16 (VGG16). With transfer method for group (male, female) (child, youth, adults, old) classification, 5714 data set were used group, 3280 group. As a result this study, 99.41% success 95.73% was achieved.