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
The proper handling of waste is one of the biggest challenges of modern society. Municipal
Solid Waste (MSW) requires categorization into a number of types, including bio, plastic …

Nature-Inspired Search Method and Custom Waste Object Detection and Classification Model for Smart Waste Bin

IE Agbehadji, A Abayomi, KHN Bui, RC Millham… - Sensors, 2022 - mdpi.com
Waste management is one of the challenges facing countries globally, leading to the need
for innovative ways to design and operationalize smart waste bins for effective waste …

A Systematic Literature Review of Waste Identification in Automatic Separation Systems

JC Arbeláez-Estrada, P Vallejo, J Aguilar… - Recycling, 2023 - mdpi.com
Proper waste separation is essential for recycling. However, it can be challenging to identify
waste materials accurately, especially in real-world settings. In this study, a systematic …

Raspberry pi-based design of intelligent household classified garbage bin

H Fan, Q Dong, N Guo, J Xue, R Zhang, H Wang, M Shi - Internet of Things, 2023 - Elsevier
Until now, waste pollution is a global problem. The first and foremost part of the solution is
waste classification, as it can effectively reduce the output of waste, so it is particularly …

A design and implementation using an innovative deep-learning algorithm for garbage segregation

J Gunaseelan, S Sundaram, B Mariyappan - Sensors, 2023 - mdpi.com
A startling shift in waste composition has been brought on by a dramatic change in lifestyle,
the quick expansion of consumerism brought on by fierce competition among producers of …

Ewastenet: A two-stream data efficient image transformer approach for e-waste classification

N Islam, MMH Jony, E Hasan… - 2023 IEEE 8th …, 2023 - ieeexplore.ieee.org
Improper disposal of e-waste poses global environmental and health risks, raising serious
concerns. The accurate classification of e-waste images is critical for efficient management …

[PDF][PDF] Artificial intelligence with earthworm optimization assisted waste management system for smart cities

J Rajalakshmi, K Sumangali, J Jayanthi… - Glob. NEST …, 2023 - journal.gnest.org
In recent days, massive quantity of waste materials gets considerable increased with
increasing population. Proper management of waste materials becomes essential to reduce …

An integrated deep-learning model for smart waste classification

S Mishra, R Yaduvanshi, P Rajpoot, S Verma… - Environmental …, 2024 - Springer
Efficient waste management is essential for human well-being and environmental health, as
neglecting proper disposal practices can lead to financial losses and the depletion of natural …

Waste Classification System using a Hybrid Deep Transfer Learning Model

M Aldossary, AA Hasanaath… - 2022 14th …, 2022 - ieeexplore.ieee.org
Waste accumulation in urban areas is of growing concern due to the problems of its
collection, proper management, and disposal. Inefficient management and lack of …

A comparative study utilizing hybridized ant colony optimization algorithms for solving dynamic capacity of vehicle routing problems in waste collection system

TM Sahib, R Mohd-Mokhtar… - …, 2024 - teknomekanik.ppj.unp.ac.id
The waste collection stage generated 70% of the cost of the total Municipal Solid Waste
(MSW) management system. Therefore, choosing the most affordable waste collection …