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Predicting seam appearance qualityZavec Pavlinič, Daniela ...The appearance of a garment is affected by the quality of the fabrics used in its manufacture, as well as a number of factors determined by the technology of the garment manufacturing process. Since ... fabric quality, as the most important element of garment appearance, is determined by its mechanical properties, it is obvious that these properties directly impact fabric processing properties. It can be seen through various forms of fabric behaviorunder the loads that occur in sewing. Investigations of the correlations of the stress and fabric behavior are aimed at constructing a system to predict fabric behavior in garment manufacturing processes, as well as to predict the appearance of the garment to be manufactured. The investigation presented here deals with the impact of fabric mechanical properties on the quality of seam appearance, as defined by seam puckering andwork-piece flotation. Machine learning methods included in the Orange software package were used to establish the importance of mechanical properties with respect to fabric behavior.Source: Textile research journal. - ISSN 0040-5175 (Vol. 76, 3, 2006, str. 235-242)Type of material - article, component partPublish date - 2006Language - englishCOBISS.SI-ID - 10373398
Author
Zavec Pavlinič, Daniela |
Geršak, Jelka |
Demšar, Janez, računalništvo |
Bratko, Ivan, računalništvo
Topics
oblačilno inženirstvo |
konfekcija |
kvaliteta šivov |
izgled šivov |
mehanske lastnosti |
napoved |
strojno učenje |
umetna inteligenca |
garment engineering |
garment manufacturing |
seam quality |
seam appearence |
mechanical properties |
prediction |
machine learning |
artificial intelligence
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Database name | Field | Year |
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Links to authors' personal bibliographies | Links to information on researchers in the SICRIS system |
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Zavec Pavlinič, Daniela | 18692 |
Geršak, Jelka | 04628 |
Demšar, Janez, računalništvo | 16324 |
Bratko, Ivan, računalništvo | 02275 |
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