Research Article
Deep Learning for Plastic Waste Classification System

Janusz Bobulski and Mariusz Kubanek
Czestochowa University of Technology, Department of Computer Science, Cze stochowa, Poland
Correspondence should be addressed to Janusz Bobulski; januszb@icis.pcz.pl
Received 21 October 2020; Revised 24 March 2021; Accepted 26 April 2021; Published 5 May 2021
Academic Editor: Miin-Shen Yang
Copyright (C) 2021 Janusz Bobulski and Mariusz Kubanek.We proposed a technique that can apply in portable devices for waste recognizing which
would be helpful in solving urban waste problems.-e main problem considered in this article is creating an automatic plastic waste segregation
method, which can separate garbage into four mentioned categories, PS, PP, PE-HD, and PET, and could be applicable on a
sorting plant or home by citizens.-is is an open access article distributed under the Creative Commons
Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is
properly cited.One of the opportunities is the use of deep learning and convolutional
neural network.