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- \chapter{Train and Comparison}
- \section{Validation Mean IoU with Early-Stopping}
- \begin{figure}[hbt!]
- \centering
- \resizebox{\textwidth}{!}{%
- \begin{tikzpicture}
- \begin{axis}[
- legend style={at={(0.5,-0.1)},anchor=north},
- xlabel=$epoch$,
- xmin=0, xmax=30,
- ymin=50, ymax=80,]
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- \addlegendentry{Mean IoU Validation - Ours}
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- \addlegendentry{Mean IoU Validation - UNet}
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- \addlegendentry{Mean IoU Validation - SegNet}
- \end{axis}
- \end{tikzpicture}
- }%
- \caption{Mean IoU comparison of different model, with Early Stopping}
- \end{figure}
- \section{Validation Loss with Early-Stopping}
- \begin{figure}[hbt!]
- \centering
- \resizebox{\textwidth}{!}{%
- \begin{tikzpicture}
- \begin{axis}[
- legend style={at={(0.5,-0.1)},anchor=north},
- xlabel=$epoch$,
- xmin=0, xmax=30,
- ymin=35, ymax=85,]
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- \addlegendentry{Mean IoU Validation - Ours}
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- \addlegendentry{Mean IoU Validation - UNet}
- \addplot[green] plot coordinates {
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- \addlegendentry{Mean IoU Validation - SegNet}
- \end{axis}
- \end{tikzpicture}
- }%
- \caption{Mean IoU comparison of different model, with Early Stopping}
- \end{figure}
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