Research on the Image Description Algorithm of Double-Layer LSTM Based on Adaptive Attention Mechanism

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left"> </td><td class="align_center">BLEU-1</td><td class="align_center">BLEU-4</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">ResNet34</td><td class="align_center">0.743</td><td class="align_center">0.341</td></tr><tr><td class="align_left">ResNet50</td><td class="align_center">0.754</td><td class="align_center">0.343</td></tr><tr><td class="align_left">ResNet101</td><td class="align_center"><b>0.758</b></td><td class="align_center">0.346</td></tr><tr><td class="align_left">ResNet152</td><td class="align_center">0.756</td><td class="align_center"><b>0.349</b></td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Comparative experiment of ResNet with different layers.</div>

Mathematical Problems in Engineering

tab2

Table 2

Table 2: Research on the Image Description Algorithm of Double-Layer LSTM Based on Adaptive Attention Mechanism 