Classification of solid wastes using CNN method in IoT Het-Net Era

F Al-Turjman, RH Abiyev, H Altıparmak… - Real-Time Intelligence …, 2021 - Springer
Almost 98% of the world's waste is disposed of in a landfill. Recently, recycling and waste
management have been an essential part of sustainable economic growth. Recycling is the …

Smart e-waste management system utilizing Internet of Things and Deep Learning approaches

D Voskergian, I Ishaq - Journal of Smart Cities and Society, 2023 - content.iospress.com
Electronic waste is presently acknowledged as the rapidly expanding waste stream on a
global scale. Consequently, e-waste represents a primary global concern in modern society …

Artificial ecosystem-based optimization with an improved deep learning model for IoT-assisted sustainable waste management

M Al Duhayyim, HG Mohamed, M Aljebreen, MK Nour… - Sustainability, 2022 - mdpi.com
Increasing waste generation has become a key challenge around the world due to the
dramatic expansion in industrialization and urbanization. This study focuses on providing …

Comparative Analysis of Deep Learning Architectures for Garbage Classification

D Salunke, S Sondge, S Deshmukh… - … and Intelligent Systems, 2023 - Springer
Recently, the importance of waste management has increased not only in India but also
worldwide, the impact of which is creating serious mess in today's world. Some of the stats …

Design and Analysis of AI based Autonomous Waste Segregator using Deep Learning

N Muthukumaran, TV Kumar, RJS Raj… - 2023 7th International …, 2023 - ieeexplore.ieee.org
Although the existing manual waste segregator method is simple, it is not effective in terms
of accurate waste classification. This necessitates the need to automate the process of waste …

Application of MobileNetV2 to waste classification

L Yong, L Ma, D Sun, L Du - Plos one, 2023 - journals.plos.org
Today, the topic of waste separation has been raised for a long time, and some waste
separation devices have been installed in large communities. However, the vast majority of …

IoT-Integrated Deep Learning Model and SmartBin System for Real-Time Solid Waste Management

K Saravanan, K Aggarwal, NRD Murthy… - … on Trends in …, 2023 - ieeexplore.ieee.org
The increasing number of people living in metropolitan areas increases the risk that garbage
will be disposed of in an unsustainable manner. Because of the high volume of people …

Smart self-power generating garbage management system using deep learning for smart cities

M Thamarai, VS Naresh - Microprocessors and Microsystems, 2023 - Elsevier
Population growth and industrialization lead to a proportionate increase in cities' daily waste
generation rates. Communities in developing cities often turn to waste disposal methods that …

Develop a 7 layers convolution neural network and IoT-based garbage classification system

R Uppala, V Ramya - International Journal of Intelligent Systems and …, 2023 - ijisae.org
To achieve highly accurate biomedical waste classification at the start of a collection of
biomedical waste, researchers use a deep learning-based processor in this method along …

Internet of Things Enabled Waste Detection and Classification Using Optimal Deep Learning Model

NB Mohamed Ishaque, S Metilda Florence - … in Internet of Things (IoT) and …, 2022 - Springer
The drastic increase in solid waste over the globe have resulted to different health problems
and environmental pollution. An efficient way to resolve the issue of environment pollution is …