Deep Neural Network for Accurate Age Group Prediction through Pupil Using the Optimized UNet Model

Table 14

Comparison of various parameters and their mean error rate using various parameters.

Using other parameters					Using face parameter
Age group	Ours using pupil parameter	Using molar parameter [3]	Using wrinkles as a parameter [5]	[4]	[6]	[7]	[9]	[11]
0–9	6.84	11.21	6.33	11.97	14.33	9.86	13.63	14.08
10–19	3.46	6.23	4.32	9.85	8.78	7.75	10.45	9.56
20–29	3.36	7.95	6.31	9.78	9.96	8.42	10.45	9.74
30–39	2.22	8.17	7.3	9.69	9.25	7.12	9.45	8.12
40–49	1.71	8.64	1.23	10.35	8.75	8.56	11.63	9.79
50–59	2.35	9.43	2.31	10.56	9.63	11.55	13.75	10.63
60–69	2.82	11.12	6.32	13.78	10.12	12.78	15.96	13.85
70–89	3.08	15.56	8.12	19.96	16.45	16.96	20.13	19.68
Total	3.23	9.78875	7.37	11.9925	10.90875	10.375	13.18125	11.93125