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

Table 3

The gender classification results on LFW dataset using different hidden layer numbers under the patch size 1313.

Methods compared	LDNN [20]	LDNN + locations [20]	LDNN-F [21]	Proposed	Proposed + locations
Accuracy (1 hidden layer)	91.66	92.64	94.03	94.26	94.32
Accuracy (2 hidden layers)	95.35	95.98	94.22	94.85	94.82
Accuracy (3 hidden layers)	95.81	96.04	95.64	95.53	96.02
Accuracy (4 hidden layers)	95.79	96.25	95.29	95.47	95.88