Capitalize Inception
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@ -1912,7 +1912,7 @@ this classifier to determine which biotic or abiotic stresses soybeans
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suffer from. Their data set consists of $65184$ $64$ by $64$ RGB
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suffer from. Their data set consists of $65184$ $64$ by $64$ RGB
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images of which around $40000$ were used for training and $6000$ for
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images of which around $40000$ were used for training and $6000$ for
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testing. All images show a close-up of a soybean leaf. Their \gls{cnn}
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testing. All images show a close-up of a soybean leaf. Their \gls{cnn}
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architecture makes use of three inception modules (see
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architecture makes use of three Inception modules (see
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section~\ref{sssec:theory-googlenet}) with \gls{se} blocks and
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section~\ref{sssec:theory-googlenet}) with \gls{se} blocks and
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\gls{bn} layers in-between. Their model achieves an average
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\gls{bn} layers in-between. Their model achieves an average
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$\mathrm{F}_1$-score of 97\% and an average accuracy of 97.11\% on the
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$\mathrm{F}_1$-score of 97\% and an average accuracy of 97.11\% on the
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