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
… However, deep learning concepts and practices have not been widely utilized by … solid
waste management (MSWM). Herein, this research provides a critical review for deep learning

[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
Abstract—Solid waste management (SWM) has recently … Recently, deep learning (DL) has
attained momentum in … , namely waste identification and segregation and prediction of waste

Solid waste classification using deep learning techniques

AEB Alawi, AYA Saeed, F Almashhor… - 2021 International …, 2021 - ieeexplore.ieee.org
… approaches for addressing solid waste challenges. Although … deep learning methods to
solve diverse solid waste problems. This study proposes an intelligent model to categorize waste

Hybrid deep learning model for accurate classification of solid waste in the society

H Zhang, H Cao, Y Zhou, C Gu, D Li - Urban Climate, 2023 - Elsevier
waste litter measurement is necessary for the ecological characteristics to improve over time.
The waste … hybrid deep learning model has been developed for waste classification. This …

Municipal solid waste classification and real-time detection using deep learning methods

N Li, Y Chen - Urban Climate, 2023 - Elsevier
… This paper developed an efficient municipal solid waste classification using a deep learning
… of waste products with six classes of waste products. The considered waste products belong …

Deep learning hybrid predictions for the amount of municipal solid waste: A case study in Shanghai

K Lin, Y Zhao, JH Kuo - Chemosphere, 2022 - Elsevier
… the municipal solid waste (MSW) amount for its sustainable management. Owing to
learning complicated and abstract features between the factors and target, deep learning has …

Solid waste management scenario in india and illegal dump detection using deep learning: An AI approach towards the sustainable waste management

S Shahab, M Anjum - Sustainability, 2022 - mdpi.com
… municipal solid waste and solid waste management system. The second section illustrates
the descriptive statistical analysis of waste generation patterns in India. The average waste

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
… techniques in solid waste management. The … for solid waste classification is the Deep
Learning Technique based on Convolution Neural Networks (CNN) [5]. A CNN is a deep-learning

IoT incorporated deep learning model combined with SmartBin technology for real‐time solid waste management

M Sivakumar, P Renuka, P Chitra… - Computational …, 2022 - Wiley Online Library
… In this research work, a hybrid IoT-based deep learning model is used to solve waste material
management based on the outputs from both the CNN model and the sensors used. When …

[HTML][HTML] Forecasting of municipal solid waste multi-classification by using time-series deep learning depending on the living standard

AKA Ahmed, AM Ibraheem, MK Abd-Ellah - Results in Engineering, 2022 - Elsevier
… The type and quantity of municipal solid waste are important factors for determining how …
solid waste (MSW). It is also forecasting the amount and type of generated municipal solid waste