Facial Recognition of Cattle Based on SK-ResNet

<table class="table-group" id="tab5"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left">Methods</td><td class="align_center">Proposed AlexNet</td><td class="align_center">Proposed VGG-16</td><td class="align_center">SK-ResNet</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">Accuracy (%)</td><td class="align_center">93.95</td><td class="align_center">94.21</td><td class="align_center">98.42</td></tr><tr><td class="align_left">Loss (%)</td><td class="align_center">22.70</td><td class="align_center">14.78</td><td class="align_center">3.38</td></tr><tr><td class="align_left">Size (MB)</td><td class="align_center">69.09</td><td class="align_center">512.32</td><td class="align_center">22.56</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Recognition results of a pure-colour cattle facial dataset in different animal facial recognition models.</div>

Scientific Programming

Facial Recognition of Cattle Based on SK-ResNet

Table 5