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

<table class="table-group" id="tab7"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">RMS prop</td><td class="align_center"> </td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Precision</td><td class="align_center">75.3</td></tr><tr><td class="align_left">Specificity</td><td class="align_center">88.4</td></tr><tr><td class="align_left"><i>F</i>-score</td><td class="align_center">80.2</td></tr><tr><td class="align_left">Accuracy</td><td class="align_center">84.3</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Hyperparameters of RMS prop algorithm.</div>

Mathematical Problems in Engineering

tab7

Table 7

Table 7: Deep Neural Network for Accurate Age Group Prediction through Pupil Using the Optimized UNet Model 