Research on Online Defect Detection Method of Solar Cell Component Based on Lightweight Convolutional Neural Network

<table class="figure-group"><tr class="fig-image" id="a"><td><object data="https://static.hindawi.com/articles/ijp/volume-2021/7272928/figures/7272928.fig.0013a.svgz" name="7272928.fig.0013a" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(a) </b>Crack type1 PR curve</td></tr><tr class="fig-image" id="b"><td><object data="https://static.hindawi.com/articles/ijp/volume-2021/7272928/figures/7272928.fig.0013b.svgz" name="7272928.fig.0013b" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(b) </b>Crack type2 PR curve</td></tr><tr class="fig-image" id="c"><td><object data="https://static.hindawi.com/articles/ijp/volume-2021/7272928/figures/7272928.fig.0013c.svgz" name="7272928.fig.0013c" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(c) </b>Scratch PR curve</td></tr><tr class="fig-image" id="d"><td><object data="https://static.hindawi.com/articles/ijp/volume-2021/7272928/figures/7272928.fig.0013d.svgz" name="7272928.fig.0013d" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(d) </b>Black spot PR curve</td></tr></table>

<div>PR curves of YOLOv3-Tiny and improved network.</div>

International Journal of Photoenergy

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Figure 13

Figure 13: Research on Online Defect Detection Method of Solar Cell Component Based on Lightweight Convolutional Neural Network 