MyoTac: Real-Time Recognition of Tactical Sign Language Based on Lightweight Deep Neural Network

<table class="table-group" id="tab5"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left">Algorithm</td><td class="align_center">Runtime (ms)</td><td class="align_center">Parameter (M)</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">MyoTac-original</td><td class="align_center">3.57</td><td class="align_center">27.0</td></tr><tr><td class="align_left">MyoTac-small</td><td class="align_center">2.62</td><td class="align_center">7.1</td></tr><tr><td class="align_left">MyoTac-without FCL</td><td class="align_center">2.37</td><td class="align_center">3.7</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Comparison between original model and small model.</div>

Wireless Communications and Mobile Computing

tab5

Table 5

Table 5: MyoTac: Real-Time Recognition of Tactical Sign Language Based on Lightweight Deep Neural Network 