Deeply Learned Classifiers for Age and Gender Predictions of Unfiltered Faces

Algorithm 1

Algorithm for the age and gender classifiers.

Input: the training face images and the test images .

Output: the predictions for the input test images .(1) Perform preprocessing for the training images to obtain aligned images.(2) Train the novel CNN with the training images, , to obtain the age and gender classifiers () and (), respectively.(3) (4)  Perform preprocessing for the test images to obtain aligned images.(5)  Input the aligned face images into the trained CNN classifier.(6)    If the CNN is age classifier, ()(7)       return(8)    Else(9)       return(10)