Masked Face Detection Algorithm in the Dense Crowd Based on Federated Learning

<table class="table-group" id="tab5"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Model</td><td class="align_center">mAP</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">ResNet18 (pretraining)</td><td class="align_center">90.0%</td></tr><tr><td class="align_left">ResNet50 (pretraining)</td><td class="align_center">93.0%</td></tr><tr><td class="align_left">SRNet20</td><td class="align_center">98.8%</td></tr><tr><td class="align_left">SRNet50</td><td class="align_center">98.4%</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>mAP of the original network and the searched network.</div>

Wireless Communications and Mobile Computing

tab5

Table 5

Table 5: Masked Face Detection Algorithm in the Dense Crowd Based on Federated Learning 