Defect Analysis of Textiles Using Artificial Neural Network

Subrata Das, Amitabh Wahi, Keerthika S and Thulasiram N
Additional contact information
Subrata Das: Department of Fashion Technology, Bannari Amman Institute of Technology, India
Amitabh Wahi: Department of Information Technology, Bannari Amman Institute of Technology, India
Keerthika S: Department of Fashion Technology, Bannari Amman Institute of Technology, India
Thulasiram N: Department of Fashion Technology, Bannari Amman Institute of Technology, India

Current Trends in Fashion Technology & Textile Engineering, 2020, vol. 6, issue 1, 1-5

Abstract: Textile defect detection by application of supervised neural network trained on back error propagation algorithm is presented in this paper. The detection process consists of two parts. First is the conversion of coloured image into RGB components and extraction of features from each colour components. In the second part feed forward, artificial neural network was trained and tested on features obtained above. The trained neural classifier was tested on test dataset. The value of 80% classification accuracy was obtained on test dataset.

Keywords: fashion technology trends; fashion technology advances; fashion and technology articles; fashion technology books pdf; textile science engineering journal; textile science; open access; juniper publishres; high impact journals; online journals publishers; open access journals list (search for similar items in EconPapers)
Date: 2020
References: View complete reference list from CitEc
Citations:

Downloads: (external link)
https://juniperpublishers.com/ctftte/pdf/CTFTTE.MS.ID.555677.pdf (application/pdf)
https://juniperpublishers.com/ctftt/CTFTTE.MS.ID.555677.php (text/html)

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:adp:ctftte:v:6:y:2020:i:1:p:1-5

DOI: 10.19080/CTFTTE.2020.06.555677

Access Statistics for this article

Current Trends in Fashion Technology & Textile Engineering is currently edited by Sophia Mathis

More articles in Current Trends in Fashion Technology & Textile Engineering from Juniper Publishers Inc.
Bibliographic data for series maintained by Robert Thomas ().