An approach to waste segregation and management using convolutional neural networks

D Thanawala, A Sarin, P Verma - … in Computing and Data Sciences: 4th …, 2020 - Springer
Population explosion in India has led to an outburst of some major concerns, one of which is
the waste generation and disposal system. India is accountable for producing 12% of the …

[HTML][HTML] Intelligent waste classification approach based on improved multi-layered convolutional neural network

M Chhabra, B Sharan, M Elbarachi… - Multimedia Tools and …, 2024 - Springer
This study aims to improve the performance of organic to recyclable waste through deep
learning techniques. Negative impacts on environmental and Social development have …

Intelligent Waste Segregation Technique Using CNN

D Nagajyothi, SA Ali, V Jyothi… - 2023 2nd International …, 2023 - ieeexplore.ieee.org
One of the main issues facing recycling systems in our country's big cities is waste
segregation. 62 million tons of trash are produced annually in India. Plastic garbage makes …

[HTML][HTML] Technical solutions for waste classification and management: A mini-review

M Shreya, J Katyal, R Ramesh - Waste Management & …, 2023 - ncbi.nlm.nih.gov
The massive growth of population coupled with urbanization over the years has created a
significant challenge of increase in waste generation. India has achieved massive …

Waste classification using convolutional neural network

FA Azis, H Suhaimi, E Abas - Proceedings of the 2020 2nd international …, 2020 - dl.acm.org
Recycling of waste from households and industries, is one of the methods that has been
proposed to reduce the ever-increasing pressure on landfills. Different types of waste types …

Convowaste: An automatic waste segregation machine using deep learning

MS Nafiz, SS Das, MK Morol… - 2023 3rd International …, 2023 - ieeexplore.ieee.org
Nowadays, proper urban waste management is one the biggest concerns for maintaining a
green and clean environment. An automatic waste segregation system can be a viable …

[PDF][PDF] Waste segregation using machine learning

Y Desai, A Dalvi, P Jadhav, A Baphna - International Journal for …, 2018 - academia.edu
The present Indian government has started different projects for advancing sanitation and
neatness. Megacities in India, for example, Ahmedabad, Hyderabad, Bangalore, Chennai …

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 …

CNN based smart bin for waste management

B Soundarya, K Parkavi, A Sharmila… - … on Smart Systems …, 2022 - ieeexplore.ieee.org
Solid waste management becomes a big challenge in urban area. As a large amount of
different waste material is generated, it needs different kinds of treatment. All this mixed …

Waste classification and segregation: Machine learning and iot approach

S Yadav, A Shanmugam, V Hima… - 2021 2nd international …, 2021 - ieeexplore.ieee.org
In this paper, we have proposed a fully automated waste management system to implement
waste segregation. The method adopted is computer vision and deep learning paired with …