A Deep Learning Model for Quick and Accurate Rock Recognition with Smartphones

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr class="thead"><td class="align_left">CNN models</td><td class="align_center">Oppo R17</td><td class="align_center">Samsung Galaxy A8s</td><td class="align_center">Huawei P20</td><td class="align_center">Our PC server</td></tr><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr><td class="align_left">MobileNet</td><td class="align_center">1145</td><td class="align_center">531</td><td class="align_center">417</td><td class="align_center">249</td></tr><tr><td class="align_left">ShuffleNet</td><td class="align_center">457</td><td class="align_center">308</td><td class="align_center">283</td><td class="align_center">125</td></tr><tr><td class="align_left">SqueezeNet</td><td class="align_center">621</td><td class="align_center">367</td><td class="align_center">339</td><td class="align_center">192</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Execution time on Android smartphones (millisecond).</div>

Mobile Information Systems

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Table 3

Table 3: A Deep Learning Model for Quick and Accurate Rock Recognition with Smartphones 