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Research Article

A Study on Applications of Machine Learning Concepts in Textile Industry

Dr.J.B.Jona1 S.A.Gunasekaran2 Deetchika3 Mrithika4 Roshini5
1 Associate Professor, Dept. of Computer Applications, Coimbatore Institute of Technology, Tamilnadu, India. 2 Assistant Professor, Dept. of Computer Applications, Coimbatore Institute of Technology, Tamilnadu, India. 345 Students, Dept. of Decision and Computing Sciences, Coimbatore Institute of Technology, Tamilnadu, India.

Published Online: May-June 2022

Pages: 428-431

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Abstract

Abstract – Textile industry has been one of the major contributing sector towards growth of the nation and towards increasing employment since clothing has been as basic need. Textile industry all over the world has been a labour requiring and is highly fragmented. This industry is dominated by small, unorganised and medium industries which requires lot sum of investments in labour and a time requiring process. Automation of cutting and stitching process has made the entire process more efficient, by reducing errors in cutting when done manually and made the process more efficient. The machines are trained to learn designs that are given as inputs and cut the running clothes accordingly. This report details the improvement and comparison of using automated tools over manual process and implementation in various countries.

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