[HTML][HTML] Design and development of smart Internet of Things–based solid waste management system using computer vision

SS Mookkaiah, G Thangavelu, R Hebbar… - … Science and Pollution …, 2022 - Springer
… A ground-up built convolutional neural network (CNN) and … large datasets in deep neural
networks to achieve improved … IoT based framework for smart waste management system

[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
… from previous knowledge and less effort in feature extraction and design [9]. The … of smart
waste classification system is described. The multilayer convolutional neural network works in …

[HTML][HTML] Waste classification for sustainable development using image recognition with deep learning neural network models

M Malik, S Sharma, M Uddin, CL Chen, CM Wu, P Soni… - Sustainability, 2022 - mdpi.com
… of a multilayer hybrid convolution neural network resulting in an … The authors in [9] have
designed an inventive DRL scheme (… Intelligent waste management system using deep learning …

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
Deep-learning convolution neural networks (CNN) were applied to realize the … waste
management system, as illustrated in Fig. 1. (1) Smart garbage bins are modular in design and …

[HTML][HTML] Intelligent waste management system using deep learning with IoT

MW Rahman, R Islam, A Hasan, NI Bithi… - Journal of King Saud …, 2022 - Elsevier
… This section describes the design principle and development process of the proposed …
First of all, we will present how Convolutional Neural Network (CNN) works for image …

A CNN-based smart waste management system using TensorFlow lite and LoRa-GPS shield in Internet of Things environment

NCA Sallang, MT Islam, MS Islam, H Arshad - IEEE Access, 2021 - ieeexplore.ieee.org
… The main features of this system are that it is designed to learn from experience and to draw
… In this research, support vector machines (SVM) and convolutional neural networks (CNN) …

An internet of things based smart waste management system using LoRa and tensorflow deep learning model

TJ Sheng, MS Islam, N Misran, MH Baharuddin… - IEEE …, 2020 - ieeexplore.ieee.org
… The aim of this research is to develop a smart waste management system … Research on
waste sorting using deep neural networks is … The system is designed and trained to classify and …

[HTML][HTML] Smart waste management and classification systems using cutting edge approach

SM Cheema, A Hannan, IM Pires - Sustainability, 2022 - mdpi.com
… a need for a proper plan for a waste management system for the … develop a smart waste
management system. In previous work, the … Application of convolutional neural network based on …

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
… is the largest dataset on domestic waste images. Furthermore, a smart trash can is designed
and applied to a Shanghai community, which helped to make waste recycling more efficient. …

WasNet: A neural network-based garbage collection management system

Z Yang, D Li - IEEE Access, 2020 - ieeexplore.ieee.org
… AlexNet is an eight-layer convolutional neural network with the first five layers being convolutional
… The smart trash bin we designed can intelligently recycle trash, and the mobile phone …