Application of an Improved DCGAN for Image Generation

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left">Experimental group</td><td class="align_center">Model</td><td class="align_center">IS (28 × 28)</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left" rowspan="2">Group 1</td><td class="align_center">GANs</td><td class="align_center">ISc: 4.55</td></tr><tr><td class="align_center">DCGAN</td><td class="align_center">ISc: 6.10</td></tr><tr><td class="align_left" colspan="3"><hr/></td></tr><tr><td class="align_left" rowspan="2">Group 2</td><td class="align_center">GANs</td><td class="align_center">ISs: 4.80</td></tr><tr><td class="align_center">DCGAN</td><td class="align_center">ISs: 6.82</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Experimental results of the image quality comparison.</div>

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Table 3

Table 3: Application of an Improved DCGAN for Image Generation 