User Guide
Why can I only view 3 results?
You can also view all results when you are connected from the network of member institutions only. For non-member institutions, we are opening a 1-month free trial version if institution officials apply.
So many results that aren't mine?
References in many bibliographies are sometimes referred to as "Surname, I", so the citations of academics whose Surname and initials are the same may occasionally interfere. This problem is often the case with citation indexes all over the world.
How can I see only citations to my article?
After searching the name of your article, you can see the references to the article you selected as soon as you click on the details section.
Institutional References Quartile Statistics FAQ User Guide Contact us
Institutional Application Application for Journals
Türkçe English
  Citation Number 1
 Views 22
 Downloands 1
Menu
Mendeley
Endnote
A Novel Industrial Application of CNN Approach: Real Time Fabric Inspection and Defect Classification on Circular Knitting Machine
2022
Journal:  
TEKSTİL VE KONFEKSİYON
Author:  
DOI:  
10.32710/tekstilvekonfeksiyon.1017016
Abstract:

Fabric Automatic Visual Inspection (FAVI) system provides reliable performance on fabric defects inspection. This study presents a machine vision system developed to adapt in circular knitting machines where fabric defects can be automatically controlled and detected defects can be classified. The knitted fabric surface are detected during real-time manufacturing. For the classification process, three different transfer learning architectures (ResNet-50, AlexNet, GoogLeNet) have been applied. The five common knitted fabric defects were recognized with the artificial intelligence-based software and classified with an average success rate of 98% using ResNet-50 architecture. The success rates of the trained networks were compared.

Keywords:

null
2022
Journal:  
TEKSTİL VE KONFEKSİYON
Author:  
DOI:  
10.32710/tekstilvekonfeksiyon.1017016
0
2022
Journal:  
TEKSTİL VE KONFEKSİYON
Author:  
DOI:  
10.32710/tekstilvekonfeksiyon.1017016
Citation Owners
Attention!
To view citations of publications, you must access Sobiad from a Member University Network. You can contact the Library and Documentation Department for our institution to become a member of Sobiad.
Off-Campus Access
If you are affiliated with a Sobiad Subscriber organization, you can use Login Panel for external access. You can easily sign up and log in with your corporate e-mail address.
Similar Articles
1. REAL-TIME DETECTION OF KNITTING FABRIC DEFECTS USING SHEARLET TRANSFORM
2019


  Details
 Download PDF
2. Fabric Defect Detection Using Customized Deep Convolutional Neural Network for Circular Knitting Fabrics
2022


  Details
 Download PDF
3. Evrişimsel Sinir Ağları Kullanılarak Yumurta Kabuğu Kusurlarının Tespiti
2021


  Details
 Download PDF
4. Non-Destructive Detection of Chicken Freshness Based on Electronic Nose Technology and Transfer Learning
2023


  Details
 Download PDF
5. DEVELOPING AN INTELLIGENT AUTOMATION AND REPORTING SYSTEM FOR FABRIC INSPECTION MACHINES
2019


  Details
 Download PDF
6. Classification of Haploid and Diploid Maize Seeds based on Pre-Trained Convolutional Neural Networks
2020


  Details
 Download PDF
TEKSTİL VE KONFEKSİYON

Journal Type :   Uluslararası

Metrics
Article : 749
Cite : 1.003
2023 Impact : 0.205
Details
TEKSTİL VE KONFEKSİYON