Fix punctuation and missing word
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@ -443,8 +443,8 @@ game. The tasks in $T$ are playing the game multiple times, and the
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experience $E$ is gained by letting the program play the game against
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experience $E$ is gained by letting the program play the game against
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itself.
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itself.
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Machine learning is thought to be a sub-field of \gls{ai}. \gls{ai} a
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Machine learning is thought to be a sub-field of \gls{ai}. \gls{ai} is
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more general term for the scientific endeavour of creating things
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a more general term for the scientific endeavour of creating things
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which possess the kind of intelligence we humans have. Since those
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which possess the kind of intelligence we humans have. Since those
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things will not have been created \emph{naturally}, their intelligence
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things will not have been created \emph{naturally}, their intelligence
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is termed \emph{artificial}. Within the field of \gls{ai} there have
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is termed \emph{artificial}. Within the field of \gls{ai} there have
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@ -1027,10 +1027,10 @@ section~\ref{sssec:obj-dpm}. However, the authors showed that
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their processing performance is not yet up to par with traditional
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their processing performance is not yet up to par with traditional
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methods. Furthermore, R-\gls{cnn} crushes \glspl{dpm} on the \gls{voc}
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methods. Furthermore, R-\gls{cnn} crushes \glspl{dpm} on the \gls{voc}
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2007 challenge with a \gls{map} of 58.5\% \cite{girshick2014} versus
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2007 challenge with a \gls{map} of 58.5\% \cite{girshick2014} versus
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33.7\% (\gls{dpm}-v5 \cite{girshick,felzenszwalb2010}) This was enough
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33.7\% (\gls{dpm}-v5 \cite{girshick,felzenszwalb2010}). This was
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to spark renewed interest in \glspl{cnn} and—with better availability
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enough to spark renewed interest in \glspl{cnn} and—with better
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of large data sets and \gls{gpu} processing capabilities—opened the
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availability of large data sets and \gls{gpu} processing
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way for further research in that direction.
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capabilities—opened the way for further research in that direction.
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\subsubsection{SPP-net}
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\subsubsection{SPP-net}
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\label{sssec:theory-spp-net}
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\label{sssec:theory-spp-net}
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