Small fixes
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@ -64,7 +64,7 @@
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\includegraphics[scale=0.35]{waldo.png}
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\centering
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\caption{
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A headshot of the character ``Waldo'', or ``Wally''. Pictures of Waldo
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A headshot of the character Waldo, or Wally. Pictures of Waldo
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copyrighted by Martin Handford and are used under the fair-use policy.
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}
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\label{fig:waldo}
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@ -203,7 +203,7 @@
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containing the most individual images of the three size groups. \\
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Each of the 64$\times$64 pixel images were inserted into a
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Numpy~\cite{numpy} array of images, and a binary value was inserted into a
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NumPy~\cite{numpy} array of images, and a binary value was inserted into a
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separate list at the same index. These binary values form the labels for
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each image (``Waldo'' or ``not Waldo''). Color normalization was performed
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on each so that artifacts in an image's color profile correspond to
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