A smart municipal waste management system based on deep-learning and Internet of Things

C Wang, J Qin, C Qu, X Ran, C Liu, B Chen - Waste Management, 2021 - Elsevier
… cost of waste classification, monitoring and collection. In this system, we utilize the deep
learning-… waste classification at the beginning of garbage collection. To facilitate the subsequent …

[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
… from security to environment and waste management. Many eminent researchers around the
waste identification and segregation, real-time bin level detection, and prediction of waste

[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
… a capable architecture of the waste management system based on deep learning and IoT. …
and indigestible waste using a convolutional neural network (CNN), a popular deep learning

A novel yolov3 algorithm-based deep learning approach for waste segregation: Towards smart waste management

S Kumar, D Yadav, H Gupta, OP Verma, IA Ansari… - Electronics, 2020 - mdpi.com
… The main contribution of the present investigation is to endorse the efficiency of machine
learning and/or deep learning techniques (particularly, YOLO family) for waste segregation …

Waste management using machine learning and deep learning algorithms

KN Sami, ZMA Amin, R Hassan - International Journal on …, 2020 - journals.iium.edu.my
… the reality is, there is a lot of waste. So, we are proposing an automated waste classification
problem utilizing Machine Learning and Deep Learning algorithms. The goal of this task is to …

An internet of things based smart waste management system using LoRa and tensorflow deep learning model

TJ Sheng, MS Islam, N Misran, MH Baharuddin… - IEEE …, 2020 - ieeexplore.ieee.org
… better waste management. The aim of this research is to develop a smart waste management
system using LoRa communication protocol and TensorFlow based deep learning model. …

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

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
… solid waste and solid waste management system. The second section illustrates the descriptive
statistical analysis of waste generation patterns in India. The average waste generation …

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 …

[HTML][HTML] Deep learning-based waste detection in natural and urban environments

S Majchrowska, A Mikołajczyk, M Ferlin… - Waste Management, 2022 - Elsevier
waste datasets and a brief but constructive review of the existing Deep Learning-based waste
… Moreover, new benchmark datasets detect-waste and classify-waste are proposed that are …