Little-YOLOv4: A Lightweight Pedestrian Detection Network Based on YOLOv4 and GhostNet

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Component</td><td class="align_center">Configuration</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Operating system</td><td class="align_center">Ubuntu 18.04</td></tr><tr><td class="align_left">GPU</td><td class="align_center">Nvidia GeForce RTX 3070 16G</td></tr><tr><td class="align_left">GPU acceleration library</td><td class="align_center">CUDA 11.2 cuDNN v8.2.1</td></tr><tr><td class="align_left">Deep learning framework</td><td class="align_center">TensorFlow 2.5</td></tr><tr><td class="align_left">Programming language</td><td class="align_center">Python 3.9</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Software and hardware configuration.</div>

Wireless Communications and Mobile Computing

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Table 3

Table 3: Little-YOLOv4: A Lightweight Pedestrian Detection Network Based on YOLOv4 and GhostNet 