Application of MobileNetV2 to waste classification. [PDF]
PLoS One, 2023 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 domestic waste is still not properly sorted and put out, and the disposal of domestic waste still relies mostly on manual classification.
Yong L, Ma L, Sun D, Du L.
europepmc +4 more sources
Real Time Multipurpose Smart Waste Classification Model for Efficient Recycling in Smart Cities Using Multilayer Convolutional Neural Network and Perceptron [PDF]
Sensors, 2021 Urbanization is a big concern for both developed and developing countries in recent years. People shift themselves and their families to urban areas for the sake of better education and a modern lifestyle.
Ali Usman Gondal +9 more
doaj +2 more sources
Optimizing Backbone Networks Through Hybrid–Modal Fusion: A New Strategy for Waste Classification [PDF]
SensorsWith rapid urbanization, effective waste classification is a critical challenge. Traditional manual methods are time-consuming, labor-intensive, costly, and error-prone, resulting in reduced accuracy.
Houkui Zhou +9 more
doaj +2 more sources
Can the implementation of household waste classification mitigate greenhouse gas emissions in Beijing? A comprehensive analysis of recent trends and future scenarios [PDF]
Heliyon, 2023 Household waste contributes significantly to global greenhouse gas (GHG) emissions, and waste classification is crucial for reducing emissions. This study focuses on Beijing and utilizes life cycle assessment (LCA) and material flow analysis (MFA) to ...
Zhixin Wen +4 more
doaj +2 more sources
A Systematic Review of AI-Based Techniques for Automated Waste Classification [PDF]
SensorsWaste classification is a critical step in waste management that is time-consuming and necessitates automation to replace traditional approaches. Recently, machine learning (ML) and deep learning (DL) have gained attention from researchers seeking to ...
Farnaz Fotovvatikhah +3 more
doaj +2 more sources
Feasibility Evaluation of Chemical Waste Classification
Chemical Engineering Transactions, 2018 Chemical waste classification is an important part for realizing effective decrement and reclamation, as one of the effective ways to improve the safety control of chemical waste.
Liyong Zhang +5 more
doaj +2 more sources
Medicinal product and dietary supplement as waste - legal issues [PDF]
Farmacja Polska, 2023 The issue of waste is a topic widely discussed at both European and national levels. The insufficient share of separately collected waste in the stream and the too large amount of waste sent to landfills, combined with the need for Poland to implement ...
Justyna Rogowska, Agnieszka Zimmermann
doaj +1 more source
A 5G-Enabled Smart Waste Management System for University Campus
Sensors, 2021 Future university campuses will be characterized by a series of novel services enabled by the vision of Internet of Things, such as smart parking and smart libraries.
Edoardo Longo +5 more
doaj +1 more source
Dual Image-Based CNN Ensemble Model for Waste Classification in Reverse Vending Machine
Applied Sciences, 2021 A reverse vending machine motivates citizens to bring recyclable waste by rewarding them, which is a viable solution to increase the recycling rate. Reverse vending machines generally use near-infrared sensors, barcode sensors, or cameras to classify ...
Taeyoung Yoo, Seongjae Lee, Taehyoun Kim
doaj +1 more source
Mathematics, 2022 Due to dynamics caused by factors such as random collection and transportation requirements, vehicle failures, and traffic jams, it is difficult to implement regular waste collection and transportation schemes effectively.
Ming Wan +6 more
doaj +1 more source