A Small Object Detection Algorithm Based on Modulated Deformable Convolution and Large Kernel Convolution

<table class="table-group" id="tab1"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left">Classes</td><td class="align_center">Pictures</td><td class="align_center">Objects</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">Aircraft</td><td class="align_center">446</td><td class="align_center">4993</td></tr><tr><td class="align_left">Playground</td><td class="align_center">189</td><td class="align_center">191</td></tr><tr><td class="align_left">Overpass</td><td class="align_center">176</td><td class="align_center">180</td></tr><tr><td class="align_left">Oil tank</td><td class="align_center">165</td><td class="align_center">1586</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>The information of the RSOD dataset.</div>

Computational Intelligence and Neuroscience

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Table 1

Table 1: A Small Object Detection Algorithm Based on Modulated Deformable Convolution and Large Kernel Convolution 