Intelligent solid waste classification using deep convolutional neural networks

A Altikat, A Gulbe, S Altikat - International Journal of Environmental …, 2022 - Springer
classification of solid wastes has benefited from several different CNN classifiers. As a result
of the study, the best classification … studies for the classification of solid wastes. For example, …

An automatic classification method for environment: Friendly waste segregation using deep learning

S Sudha, M Vidhyalakshmi, K Pavithra… - … innovations in ict for …, 2016 - ieeexplore.ieee.org
… The existing garbage disposal system in India consists of unclassified waste collected from
… of solid waste done by manual labor can bring about many health hazards for the waste

Automatic image-based waste classification

V Ruiz, Á Sánchez, JF Vélez, B Raducanu - … 7, 2019, Proceedings, Part II 8, 2019 - Springer
… The management of solid waste in large urban environments has become a complex … the
automatic classification of waste. In our experiments on the TrashNet dataset, best classification

Solid waste bin detection and classification using Dynamic Time Warping and MLP classifier

MS Islam, MA Hannan, H Basri, A Hussain, M Arebey - Waste management, 2014 - Elsevier
… The increasing requirement for Solid Waste Management (SWM) has become a significant
… Image processing solutions for the Solid Waste (SW) collection have also been developed; …

An automated solid waste bin level detection system using Gabor wavelet filters and multi-layer perception

MA Hannan, M Arebey, RA Begum, A Mustafa… - Resources, conservation …, 2013 - Elsevier
… to solve problems related to solid waste collection. For example, … for bin identification and
automatic reporting to the control … filter and the ANN as classification method and how they are …

A review on automated sorting of source-separated municipal solid waste for recycling

SP Gundupalli, S Hait, A Thakur - Waste management, 2017 - Elsevier
… A crucial prerequisite for recycling forming an integral part of municipal solid waste (MSW) …
In this paper, we also present research challenges in the field of automated waste sorting …

Automatic Dry Waste Classification for Recycling Purposes

MNN Baharuddin, HM Khan, N Mokhtar… - Journal of Advances in …, 2022 - jstage.jst.go.jp
… in solid waste, creating an urgent issue that demands attention. The accumulation of solid
waste … To address this challenge, various intelligent waste management systems and methods …

Multi-material classification of dry recyclables from municipal solid waste based on thermal imaging

SP Gundupalli, S Hait, A Thakur - Waste Management, 2017 - Elsevier
… There has been a significant rise in municipal solid waste (… use thermal imaging technique
for classification and a robotic … HSI can allow classification of waste fractions in presence of …

[HTML][HTML] Real time multipurpose smart waste classification model for efficient recycling in smart cities using multilayer convolutional neural network and perceptron

AU Gondal, MI Sadiq, T Ali, M Irfan, A Shaf, M Aamir… - Sensors, 2021 - mdpi.com
classification techniques which are manual, very slow, inefficient and costly. Therefore,
automatic waste classification … and most sound strategy for urban solid waste management [4]. In …

Automatic detection and classification system of domestic waste via multimodel cascaded convolutional neural network

J Li, J Chen, B Sheng, P Li, P Yang… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
… general industrial solid waste, 46.43 million tons of industrial hazardous waste, and 817
thousand tons of medical waste in China. Apart from those, the amount of urban domestic waste