Study on the Lightweighting Strategy of Target Detection Model with Deep Learning

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Configuration items</td><td class="align_center">Model</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Programming languages</td><td class="align_center">Python</td></tr><tr><td class="align_left">Deep learning framework</td><td class="align_center">PyTorch</td></tr><tr><td class="align_left">Operating system</td><td class="align_center">Ubuntu 20.04</td></tr><tr><td class="align_left">GPU</td><td class="align_center">NVIDIA GeForce RTX 3080 (2 pcs)</td></tr><tr><td class="align_left">CPU</td><td class="align_center">Intel core i9-10900K</td></tr><tr><td class="align_left">Operating memory</td><td class="align_center">64 GB</td></tr><tr><td class="align_left">CUDA</td><td class="align_center">11.4</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Experimental environment configuration.</div>

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Table 2

Table 2: Study on the Lightweighting Strategy of Target Detection Model with Deep Learning 