Enhancing trash classification in smart cities using federated deep learning
Haroon Ahmed Khan,
Syed Saud Naqvi,
Abeer A. K. Alharbi
et al.
Abstract:Efficient Waste management plays a crucial role to ensure clean and green environment in the smart cities. This study investigates the critical role of efficient trash classification in achieving sustainable solid waste management within smart city environments. We conduct a comparative analysis of various trash classification methods utilizing deep learning models built on convolutional neural networks (CNNs). Leveraging the PyTorch open-source framework and the TrashBox dataset, we perform experiments involv… Show more
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