Add numpy citation
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@ -119,3 +119,10 @@ keywords={backpropagation;convolution;multilayer perceptrons;optical character r
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doi={10.1109/5.726791},
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ISSN={0018-9219},
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month={Nov},}
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@book{numpy,
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title={A guide to NumPy},
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author={Oliphant, Travis E},
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volume={1},
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year={2006},
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publisher={Trelgol Publishing USA}
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}
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@ -188,8 +188,7 @@
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These images provide the added benefit of containing the most individual images of the three size groups.
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\\
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\par
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Each of the 64$\times$64 pixel images were inserted into a Numpy
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\footnote{Numpy is a popular Python programming library for scientific computing}
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Each of the 64$\times$64 pixel images were inserted into a Numpy~\cite{numpy}
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array of images, and a binary value was inserted into a seperate list at the same index.
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These binary values form the labels for each image (waldo or not waldo).
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Colour normalisation was performed on each so that artefacts in an image's colour profile correspond to meaningful features of the image (rather than photographic method).
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