Improved wording
Signed-off-by: Jim Martens <github@2martens.de>
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body.tex
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body.tex
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@ -520,7 +520,7 @@ top \(k\) selection happen like in vanilla SSD.
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\label{chap:experiments-results}
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This chapter explains the used data sets, how the experiments were
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set up, and what the results were.
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set up, and what the results are.
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\section{Data sets}
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@ -533,7 +533,7 @@ keypoint detection, and panoptic segmentation (scene segmentation).
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The data of any data set has to be prepared for use in a neural
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network. Typical problems of data sets include, for example,
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outliers and invalid bounding boxes. Before a data set can be used,
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these problems need to be removed.
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these problems need to be resolved.
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For the MS COCO data set, all annotations were checked for
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impossible values: bounding box height or width lower than zero,
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@ -545,7 +545,7 @@ bounding box width or height was set to (image width - \(x_{min}\)) or
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(image height - \(y_{min}\)) respectively;
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in the other cases the annotation was skipped.
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If the bounding box width or height afterwards is
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lower than or equal to zero the annotation is skipped.
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lower than or equal to zero the annotation was skipped.
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SSD accepts 300x300 input images, the MS COCO data set images were
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resized to this resolution; the aspect ratio was not kept in the
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