RecycleNet: Intelligent waste sorting using deep neural networks

C Bircanoğlu, M Atay, F Beşer, Ö Genç… - 2018 Innovations in …, 2018 - ieeexplore.ieee.org
… Focus of this study is to classify recyclable materials, hence waste management and
recycling systems are among the essential parts of a sustainable economy. Using intelligent …

[HTML][HTML] 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
… It also includes environmentally sound waste management through … Nets [16]. As the name
suggests, these are highly efficient implementations of Convolutional Neural Networks (CNN)…

A deep convolutional neural network to simultaneously localize and recognize waste types in images

S Liang, Y Gu - Waste Management, 2021 - Elsevier
management via deep learning-based methods. We propose a multi-task learning … on a
convolutional neural network, which can be used to simultaneously identify and locate wastes in …

[PDF][PDF] Deep learning applications in solid waste management: A deep literature review

S Shahab, M Anjum, MS Umar - International Journal of …, 2022 - pdfs.semanticscholar.org
… SWM areas, namely waste identification and segregation and prediction of waste generation.
The … types of waste. The study also explains the deep convolutional neural network with the …

Toward smarter management and recovery of municipal solid waste: A critical review on deep learning approaches

K Lin, Y Zhao, JH Kuo, H Deng, F Cui, Z Zhang… - Journal of Cleaner …, 2022 - Elsevier
… by researches in municipal solid waste management (MSWM). … included artificial neural
networks, municipal solid waste/MSW … convolutional neural network (CNN) structure like deep

Intelligent waste classification system using deep learning convolutional neural network

O Adedeji, Z Wang - Procedia Manufacturing, 2019 - Elsevier
waste management system to manage a variety of waste … To simplify the process, we propose
an intelligent waste … (ResNet-50) Convolutional Neural Network model which is a machine …

[HTML][HTML] Efficient Future Waste Management: A Learning-Based Approach with Deep Neural Networks for Smart System (LADS)

R Chauhan, S Shighra, H Madkhali, L Nguyen… - Applied Sciences, 2023 - mdpi.com
deep neural networks and utilizes the concept of smart waste management generating deep
… the proposed model with our suggested deep neural network was assessed against three …

[HTML][HTML] Waste management using an automatic sorting system for carrot fruit based on image processing technique and improved deep neural networks

A Jahanbakhshi, M Momeny, M Mahmoudi, P Radeva - Energy Reports, 2021 - Elsevier
deep study of the problem of carrot classification and show that convolutional neural networks
… Additionally, we improve the convolutional neural network (CNN) based on learning a …

Applications of convolutional neural networks for intelligent waste identification and recycling: A review

TW Wu, H Zhang, W Peng, F Lü, PJ He - Resources, Conservation and …, 2023 - Elsevier
… , source separated waste collection and materials recovery is … Convolutional neural networks
and waste classification were … to waste recognition, waste sorting, waste identification, …

[HTML][HTML] Intelligent waste management system using deep learning with IoT

MW Rahman, R Islam, A Hasan, NI Bithi… - Journal of King Saud …, 2022 - Elsevier
… of the waste management system based on deep learning and … waste using a convolutional
neural network (CNN), a popular … , we will present how Convolutional Neural Network (CNN) …