Impermeable Seam Dataset
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Abstract
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| This dataset contents images of impermeable seams in multilayered aseptic packages. At multilayered aseptic packages, there are two kind of seams: transversal and longitudinal. But, because unsteady longitudinal seams emerge different results, this kind of flaw should be analyzed in two categories: HTHP (high temperature and high pressure) and LTLP (low temperature and low pressure). By help of DIMES company, this dataset is prepared.
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Data Content
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| There are 3 zip files and in all them, 65+65+75=205 image (.jpg) records. Each zip file includes two classes (as unsteady and steady) for classification. |
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Dataset Details
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FOR Transverse seams (Transverse.zip)
First fourty four images (from 1.jpg to 44.jpg) are 1, others are 0
FOR Longitudinal seams - High Temperature and High Pressure (Long_high.zip)
First thirty five images (from 1.jpg to 35.jpg) are 1, others are 0.
FOR Longitudinal seams - Low Temperature and Low Pressure (Long_low.zip)
First thirty five images (from 1.jpg to 35.jpg) are 1, others are 0. |
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Download
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Transverse.zip
Long_high.zip
Long_low.zip
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Relevant Papers
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| Kemal Adem, Umut Orhan, Mahmut Hekim, "Image processing based quality control of the impermeable seams in multilayered aseptic packages", Expert Systems with Applications, vol.42, no.7, pp.3785-3789, 2015 - Link
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