Intelligent waste classification system using deep learning convolutional neural network

O Adedeji, Z Wang - Procedia Manufacturing, 2019 - Elsevier
waste classification system that is able to separate different components of waste using
the Machine learning … This system can be used to automatically classify waste and help in …

Deep learning for plastic waste classification system

J Bobulski, M Kubanek - Applied Computational Intelligence …, 2021 - Wiley Online Library
… Therefore, we should look for ways to separate this waste. One of the opportunities is the
use of deep learning and convolutional neural network. In household waste, the most …

Multilayer hybrid deeplearning method for waste classification and recycling

Y Chu, C Huang, X Xie, B Tan… - Computational …, 2018 - Wiley Online Library
deep-learning system (MHS) to automatically sort waste disposed of by individuals in the
urban public area. This system deploys a high-resolution camera to capture wastewastes as …

Waste classification for sustainable development using image recognition with deep learning neural network models

M Malik, S Sharma, M Uddin, CL Chen, CM Wu, P Soni… - Sustainability, 2022 - mdpi.com
… was made of the existing deep learning techniques that have been proposed to classify
waste. This paper proposes an architecture for the classification of litter into the categories …

A deep learning approach for medical waste classification

H Zhou, X Yu, A Alhaskawi, Y Dong, Z Wang, Q Jin… - Scientific reports, 2022 - nature.com
… in correctly identifying 8 kinds of medical waste with an accuracy of 97.2%; the … a deep
learning-based method for automatic detection and classification of 8 kinds of medical waste with …

DeepWaste: Applying deep learning to waste classification for a sustainable planet

Y Narayan - arXiv preprint arXiv:2101.05960, 2021 - arxiv.org
… techniques to provide users instantaneous waste classification into trash, recycling, and … to
detect and classify waste items. Our best model, a deep learning residual neural network with …

Recyclable waste classification using computer vision and deep learning

N Ramsurrun, G Suddul, S Armoogum… - … zooming innovation in …, 2021 - ieeexplore.ieee.org
… Yet, recycling requires the sorting of solid waste, which is complex and expensive. In an … a
Deep Learning approach using computer vision to automatically identify the type of waste and …

Solid waste classification using deep learning techniques

AEB Alawi, AYA Saeed, F Almashhor… - 2021 International …, 2021 - ieeexplore.ieee.org
classification and the recognition of photos. This study introduces a waste classification method
using advanced deep … of green waste is a major problem. In addition to the separation of …

Recyclable waste image recognition based on deep learning

Q Zhang, X Zhang, X Mu, Z Wang, R Tian… - Resources …, 2021 - Elsevier
… This study aims to improve the accuracy of waste sorting through deep learning and to
provide a possibility for intelligent waste classification based on computer vision/mobile phone …

Deep learning approach to recyclable products classification: Towards sustainable waste management

MIB Ahmed, RB Alotaibi, RA Al-Qahtani, RS Al-Qahtani… - Sustainability, 2023 - mdpi.com
… Therefore, this study proposed a deep learning model for waste management. In contrast
to the studies in the literature, the proposed study investigated a middle eastern dataset while …