Waste image classification based on transfer learning and convolutional neural network

Q Zhang, Q Yang, X Zhang, Q Bao, J Su, X Liu - Waste Management, 2021 - Elsevier
The rapid economic and social development has led to a rapid increase in the output of
domestic waste. How to realize waste classification through intelligent methods has become …

Intelligent system for solid waste classification using combination of image processing and machine learning models

H Abu-Qdais, N Shatnawi… - Journal of Experimental & …, 2024 - Taylor & Francis
Solid waste is a major issue in all cities around the world. Classification and segregation of
solid waste prior to reuse, recycle or recover is an important step towards sustainable waste …

Comparative analysis of multiple deep CNN models for waste classification

D Gyawali, A Regmi, A Shakya, A Gautam… - arXiv preprint arXiv …, 2020 - arxiv.org
Waste is a wealth in a wrong place. Our research focuses on analyzing possibilities for
automatic waste sorting and collecting in such a way that helps it for further recycling …

Recyclable waste image recognition based on deep learning

Q Zhang, X Zhang, X Mu, Z Wang, R Tian… - Resources …, 2021 - Elsevier
This study aims to improve the accuracy of waste sorting through deep learning and to
provide a possibility for intelligent waste classification based on computer vision/mobile …

Classification of Plastic Waste Products using Deep Learning

V Asha, M Govindaraj, ML Kolambkar… - … on Cognitive, Green …, 2024 - ieeexplore.ieee.org
Plastic waste has become a significant environmental concern, necessitating innovative
approaches to enhance recycling processes. Traditional methods of sorting plastic waste …

[PDF][PDF] Efficient and Smart Waste Categorization System using Deep Learning

P Iyyanar, V Balaji, K Ravikiran, KVD Sagar, RR Cholla… - IJCSNS, 2022 - researchgate.net
The demand and importance of recycling are inevitable, considering either economic
reasons or environmental reasons. This paper explains a smart waste categorization for a …

[PDF][PDF] Waste Classification using Deep Learning CNN

DM Rai, S Gupta - International Journal of Advances in Engineering and … - ijaem.net
The generation of waste India is becoming a great concern, and it has affected our
environment and may even affect the life of people living near these dump sites. The recent …

Intelligent solid waste classification using deep convolutional neural networks

A Altikat, A Gulbe, S Altikat - International Journal of Environmental …, 2022 - Springer
Parallel to the rapid growth of the population, the rate of consumption is increasing all over
the world; this causes significant increases in the amount of waste. Thanks to the recycling of …

[PDF][PDF] Intelligent solid waste classification system using combination of image processing and machine learning models

H Abu-Qdais, N Shatnawi, ALA Esra'a - 2023 - academia.edu
Solid waste is a major issue in all countries around the world. Solid waste classi cation and
segregation prior to reuse, recycling or recovery is an important step toward sustainable …

Intelligent waste management system for recycling and resource optimization

A Sleem, I Elhenawy - Full Length Article, 2023 - americaspg.com
This paper proposes a deep learning-based intelligent waste management system that can
accurately classify waste types and optimize waste disposal processes. The proposed …