Thesis_draft0.2.lot

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\contentsline {table}{\numberline {3.1}{\ignorespaces Resulted image and label pair for each dataset input configuration}}{32}{table.3.1}%
\contentsline {table}{\numberline {3.2}{\ignorespaces The U-Nets and the variations thereof selected for this study}}{37}{table.3.2}%
\contentsline {table}{\numberline {3.3}{\ignorespaces The hyperparameters and respective values to be held constant for every experiment in this study.}}{39}{table.3.3}%
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\contentsline {table}{\numberline {4.1}{\ignorespaces Changes with architectures that had a depth-wise increased for each setup.}}{51}{table.4.1}%
\contentsline {table}{\numberline {4.2}{\ignorespaces Changes when the Dzaleka and Dzaleka North datasets were introduced to each setup.}}{52}{table.4.2}%
\contentsline {table}{\numberline {4.3}{\ignorespaces Initalised weight change in available CNNs and their effects on the metrics}}{54}{table.4.3}%
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