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 …

Deep learning-based object detection for smart solid waste management system

M Desta, T Aboneh, B Derebssa - Annals of Environmental Science …, 2023 - agriscigroup.us
Currently in Ethiopia, pollution and environmental damage brought on by waste increased
along with industrialization, urbanization, and global population levels. Waste sorting, which …

Deep learning-based small object detection and classification model for garbage waste management in smart cities and iot environment

FS Alsubaei, FN Al-Wesabi, AM Hilal - Applied Sciences, 2022 - mdpi.com
In recent years, object detection has gained significant interest and is considered a
challenging problem in computer vision. Object detection is mainly employed for several …

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 …

[HTML][HTML] Solid Waste Detection Using Enhanced YOLOv8 Lightweight Convolutional Neural Networks

P Li, J Xu, S Liu - Mathematics, 2024 - mdpi.com
As urbanization accelerates, solid waste management has become one of the key issues in
urban governance. Accurate and efficient waste sorting is a crucial step in enhancing waste …

A novel object detection method to facilitate the recycling of waste small electrical and electronic equipment

Q Wu, N Wang, H Fang, D He - Journal of Material Cycles and Waste …, 2023 - Springer
Abstract Whether Waste Electrical and Electronic Equipment (WEEE) can be effectively
sorted and recycled will affect the sustainable development of human society. However …

A smart municipal waste management system based on deep-learning and Internet of Things

C Wang, J Qin, C Qu, X Ran, C Liu, B Chen - Waste Management, 2021 - Elsevier
A proof-of-concept municipal waste management system was proposed to reduce the cost of
waste classification, monitoring and collection. In this system, we utilize the deep learning …

Object detection for construction waste based on an improved YOLOv5 model

Q Zhou, H Liu, Y Qiu, W Zheng - Sustainability, 2022 - mdpi.com
An object detection method based on an improved YOLOv5 model was proposed to
enhance the accuracy of sorting construction waste. A construction waste image sample set …

Toward a deep smart waste management system based on pattern recognition and transfer learning

A Jadli, M Hain - 2020 3rd International Conference on …, 2020 - ieeexplore.ieee.org
Smart cities essentially combine the use of Information and communications technology
(ICT) to provide services for better living conditions inside. The recent developments in the …

Deep learning networks for real-time regional domestic waste detection

WL Mao, WC Chen, HIK Fathurrahman… - Journal of Cleaner …, 2022 - Elsevier
Waste sorting is highly labor intensive because the wide variety of waste items prohibits
automation. More recently, deep learning (DL) and computer vision technology has …