Recyclable waste classification using computer vision and deep learning

N Ramsurrun, G Suddul, S Armoogum… - … zooming innovation in …, 2021 - ieeexplore.ieee.org
Recycling solid waste is an important step to reduce harmful impact such as sanitary and
health problems resulting from the over use of landfills. Yet, recycling requires the sorting of …

Classification of organic and solid waste using deep convolutional neural networks

R Faria, F Ahmed, A Das, A Dey - 2021 IEEE 9th Region 10 …, 2021 - ieeexplore.ieee.org
The total amount of waste is increasing all around the world day-by-day especially in urban
areas. The increasing amount of unprocessed waste is very dangerous to mankind as it …

Classification of waste materials using CNN based on transfer learning

S Poudel, P Poudyal - Proceedings of the 14th Annual Meeting of the …, 2022 - dl.acm.org
Waste Management is important for humans as well as nature for healthy life and a clean
environment. The major step for effective waste management is the segregation of 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 …

[PDF][PDF] Waste classification by fine-tuning pre-trained CNN and GAN

A Alsabei, A Alsayed, M Alzahrani… - International Journal of …, 2021 - researchgate.net
Waste accumulation is becoming a significant challenge in most urban areas and if it
continues unchecked, is poised to have severe repercussions on our environment and …

Solid waste image classification using deep convolutional neural network

N Nnamoko, J Barrowclough, J Procter - Infrastructures, 2022 - mdpi.com
Separating household waste into categories such as organic and recyclable is a critical part
of waste management systems to make sure that valuable materials are recycled and …

Intelligent waste classification system using deep learning convolutional neural network

O Adedeji, Z Wang - Procedia Manufacturing, 2019 - Elsevier
The accumulation of solid waste in the urban area is becoming a great concern, and it would
result in environmental pollution and may be hazardous to human health if it is not properly …

Valuable waste classification modeling based on ssd-mobilenet

S Thokrairak, K Thibuy… - 2020-5th International …, 2020 - ieeexplore.ieee.org
One of the most challenging classifications is the waste classification. If this can be done
automatically, it will have a great use in waste management industry in terms of time and …

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 …

Deep learning for plastic waste classification system

J Bobulski, M Kubanek - Applied Computational Intelligence …, 2021 - Wiley Online Library
Plastic waste management is a challenge for the whole world. Manual sorting of garbage is
a difficult and expensive process, which is why scientists create and study automated sorting …