Multiclassification of Endoscopic Colonoscopy Images Based on Deep Transfer Learning

<table class="figure-group"><tr class="fig-image" id="a"><td><object data="https://static.hindawi.com/articles/cmmm/volume-2021/2485934/figures/2485934.fig.006a.svgz" name="2485934.fig.006a" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(a) </b>ResNet50</td></tr><tr class="fig-image" id="b"><td><object data="https://static.hindawi.com/articles/cmmm/volume-2021/2485934/figures/2485934.fig.006b.svgz" name="2485934.fig.006b" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(b) </b>ResNet101</td></tr><tr class="fig-image" id="c"><td><object data="https://static.hindawi.com/articles/cmmm/volume-2021/2485934/figures/2485934.fig.006c.svgz" name="2485934.fig.006c" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(c) </b>VGG16</td></tr><tr class="fig-image" id="d"><td><object data="https://static.hindawi.com/articles/cmmm/volume-2021/2485934/figures/2485934.fig.006d.svgz" name="2485934.fig.006d" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(d) </b>VGG19</td></tr></table>

<div>Confusion matrix diagram of four classifications of each model.</div>

Computational and Mathematical Methods in Medicine

fig6

Figure 6

Figure 6: Multiclassification of Endoscopic Colonoscopy Images Based on Deep Transfer Learning 