Research Article

Landmark-Guided Local Deep Neural Networks for Age and Gender Classification

Table 2

The parameter settings in our experiments.

Learning algorithmSGD + momentum

Dropout probability for input/hidden units0.75/0.5
Initial learning rate3
Learning rate update rule for each epoch
Initial/final momentum0.5/0.99
Number of hidden units512
Number of hidden layers3
Activation functionReLU