Intelligent waste sorting for urban sustainability using deep learning

Intelligent waste sorting for urban sustainability using deep learning

Abstract Smart cities’ have experienced an increasingly higher rate of urbanization and increase of the population leading to strengthening the pressing needs in waste management. In this paper, we present an intelligent waste classification system that utilises Convolutional Neural Networks (CNNs)...

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Bibliographic Details
Main Authors: Gulzar Ahmad, Fizza Muhammad Aleem, Tahir Alyas, Qaiser Abbas, Waqas Nawaz, Taher M. Ghazal, Abdul Aziz, Saira Aleem, Nadia Tabassum, Aidarus Mohamed Ibrahim
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Green technologies
Smart city
Waste classification
Waste management
Deep- learning
Online Access:https://doi.org/10.1038/s41598-025-08461-w
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