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Taddeüs Kroes
licenseplates
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b695b680
Commit
b695b680
authored
Dec 21, 2011
by
Jayke Meijer
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docs/report.tex
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b695b680
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@@ -307,7 +307,17 @@ results.\\
Using a SVM has two steps. First you have to train the SVM, and then you can
use it to classify data. The training step takes a lot of time, so luckily
\texttt
{
libsvm
}
offers us an opportunity to save a trained SVM. This means,
you do not have to train the SVM every time.
you do not have to train the SVM every time.
\\
\\
We have decided to only include a character in the system if the SVM can be
trained with at least 70 examples. This is done automatically, by splitting
the data set in a trainingset and a testset, where the first 70 examples of
a character are added to the trainingset, and all the following examples are
added to the testset. Therefore, if there are not enough examples, all
available examples end up in the trainingset, and non of these characters
end up in the testset, thus they do not decrease our score. However, if this
character later does get offered to the system, the training is as good as
possible, since it is trained with all available characters.
\subsection
{
Supporting Scripts
}
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