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

<table class="figure-group"><tr class="fig-image" id="a"><td><object data="https://static-preview.hindawi.com/articles/wcmc/volume-2022/5155970/figures/5155970.fig.007a.svgz" name="5155970.fig.007a" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(a) </b>Stand convolution filters</td></tr><tr class="fig-image" id="b"><td><object data="https://static-preview.hindawi.com/articles/wcmc/volume-2022/5155970/figures/5155970.fig.007b.svgz" name="5155970.fig.007b" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(b) </b>Depthwise convolution filters</td></tr><tr class="fig-image" id="c"><td><object data="https://static-preview.hindawi.com/articles/wcmc/volume-2022/5155970/figures/5155970.fig.007c.svgz" name="5155970.fig.007c" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(c) </b>Depthwise separable convolution</td></tr></table>

Wireless Communications and Mobile Computing

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Figure 7

Figure 7: Little-YOLOv4: A Lightweight Pedestrian Detection Network Based on YOLOv4 and GhostNet 