Smart waste management and classification system for smart cities using deep learning

MK Hasan, MA Khan, GF Issa, A Atta… - … for Technology and …, 2022 - ieeexplore.ieee.org
For modern city environments to be renewable and clean, waste management and recycling
are essential. Solid waste management, disposal, and recycling are issues in many …

[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
Waste management leads to the demolition of waste conducted by recycling and landfilling.
Deep learning and the Internet of things (IoT) confer an agile solution in classification and …

[HTML][HTML] Real time multipurpose smart waste classification model for efficient recycling in smart cities using multilayer convolutional neural network and perceptron

AU Gondal, MI Sadiq, T Ali, M Irfan, A Shaf, M Aamir… - Sensors, 2021 - mdpi.com
Urbanization is a big concern for both developed and developing countries in recent years.
People shift themselves and their families to urban areas for the sake of better education …

Smart garbage segregation & management system using Internet of Things (IoT) & Machine Learning (ML)

N Shamin, PM Fathimal… - … on innovations in …, 2019 - ieeexplore.ieee.org
The expansion in populace has prompted gigantic increment in the contamination also. It
may peeve numerous relentless diseases for the people. For eliminating or alleviating the …

Deep learning based smart garbage classifier for effective waste management

R Sidharth, P Rohit, S Vishagan… - 2020 5th …, 2020 - ieeexplore.ieee.org
India is the second most populated country in the world and it is still facing hindrances to its
development on waste management. It is believed that 10 million tons of waste is produced …

A smart waste classification model using hybrid CNN-LSTM with transfer learning for sustainable environment

UK Lilhore, S Simaiya, S Dalal… - Multimedia Tools and …, 2024 - Springer
Waste collection, classification, and planning have become crucial as industrialization and
smart city advancement activities have increased. A recycling process of waste relies on the …

[HTML][HTML] 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
The study is presented in four sections. The first section defines the municipal solid waste
and solid waste management system. The second section illustrates the descriptive …

Precision measurement for industry 4.0 standards towards solid waste classification through enhanced imaging sensors and deep learning model

LW Qin, M Ahmad, I Ali, R Mumtaz… - Wireless …, 2021 - Wiley Online Library
Achievement of precision measurement is highly desired in a current industrial revolution
where a significant increase in living standards increased municipal solid waste. The current …

Waste profiling and analysis using machine learning

F Shaikh, N Kazi, F Khan… - 2020 second international …, 2020 - ieeexplore.ieee.org
A large amount of solid waste is generated in the urban areas, and these wastes contain
different types of substances like organic wastes, paper, plastic, metal, glass, etc. which …

Intelligent waste classification system using deep learning convolutional neural network

O Adedeji, Z Wang - Procedia Manufacturing, 2019 - Elsevier
The accumulation of solid waste in the urban area is becoming a great concern, and it would
result in environmental pollution and may be hazardous to human health if it is not properly …