System of error detection in the manufacture of garments using artificial vision

J. J. Moreno, A. Aguila, E. Partida, C. L. Martinez, O. Morales, R. Tejeida

Research output: Contribution to journalConference articlepeer-review

1 Scopus citations

Abstract

A computer vision system is implemented to detect errors in the cutting stage within the manufacturing process of garments in the textile industry. It provides solution to errors within the process that cannot be easily detected by any employee, in addition to significantly increase the speed of quality review. In the textile industry as in many others, quality control is required in manufactured products and this has been carried out manually by means of visual inspection by employees over the years. For this reason, the objective of this project is to design a quality control system using computer vision to identify errors in the cutting stage within the garment manufacturing process to increase the productivity of textile processes by reducing costs.

Original languageEnglish
Article number012014
JournalIOP Conference Series: Materials Science and Engineering
Volume272
Issue number1
DOIs
StatePublished - 21 Dec 2017
Externally publishedYes
Event2017 4th International Conference on Mechanical, Materials and Manufacturing, ICMMM 2017 - Atlanta, United States
Duration: 25 Oct 201727 Oct 2017

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