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 …

Design of a convolutional neural network based smart waste disposal system

MSH Sunny, DR Dipta, S Hossain… - … on Advances in …, 2019 - ieeexplore.ieee.org
In recent times, waste management problem has become a crucial challenge for
Bangladesh, which is having a detrimental impact on the environment. This paper presents …

Waste classification using AutoEncoder network with integrated feature selection method in convolutional neural network models

M Toğaçar, B Ergen, Z Cömert - Measurement, 2020 - Elsevier
Unless adequate measures are taken for waste litter, the ecological balance may deteriorate
over time. The wastes disposed of the trash can be divided into two classes that are organic …

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
The proper handling of waste is one of the biggest challenges of modern society. Municipal
Solid Waste (MSW) requires categorization into a number of types, including bio, plastic …

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 …

Classification of waste materials using CNN based on transfer learning

S Poudel, P Poudyal - Proceedings of the 14th Annual Meeting of the …, 2022 - dl.acm.org
Waste Management is important for humans as well as nature for healthy life and a clean
environment. The major step for effective waste management is the segregation of waste …

Nature-Inspired search method and custom waste object detection and classification model for smart waste bin

IE Agbehadji, A Abayomi, KHN Bui, RC Millham… - Sensors, 2022 - mdpi.com
Waste management is one of the challenges facing countries globally, leading to the need
for innovative ways to design and operationalize smart waste bins for effective waste …

Development of automatic industrial waste detection system for leather products using artificial intelligence

L Meria - International Transactions on Artificial Intelligence, 2023 - journal.pandawan.id
This rapid world situation led to a significant growth in the amount of waste, including in
economic activity. Due to the huge amount of waste growth every year, effective and efficient …

Determining the fullness of garbage containers by deep learning

A Oğuz, ÖF Ertuğrul - Expert Systems with Applications, 2023 - Elsevier
An essential point in waste management, which is a matter of great importance for the
environment and nature, is waste collection from temporary storage points. Since the …

Deep learning for plastic waste classification system

J Bobulski, M Kubanek - Applied Computational Intelligence …, 2021 - Wiley Online Library
Plastic waste management is a challenge for the whole world. Manual sorting of garbage is
a difficult and expensive process, which is why scientists create and study automated sorting …