[HTML][HTML] Application research of image classification algorithm based on deep learning in household garbage sorting

J Wang - Heliyon, 2024 - cell.com
The classification of garbage types is an important issue in today's world, and its proper
implementation can contribute to environmental conservation and improved efficiency of …

Non-Biodegradable Plastic Waste Detection and Classification Using Deep Learning: Bangladeshi Environmental Scenario

PK Roy, MR Islam, MJA Rafi - 2024 6th International …, 2024 - ieeexplore.ieee.org
Non-biodegradable plastic waste is a major problem in Bangladesh. In particular, YOLOv8 is
the most popular deep-learning technique for object recognition which is utilized for waste …

Classification of solid wastes using CNN method in IoT Het-Net Era

F Al-Turjman, RH Abiyev, H Altıparmak… - Real-Time Intelligence …, 2021 - Springer
Almost 98% of the world's waste is disposed of in a landfill. Recently, recycling and waste
management have been an essential part of sustainable economic growth. Recycling is the …

Smart trash monitoring system design using NodeMCU-based IoT

AG Azwar, RH Laluma, RP Halim - 2019 IEEE 13th …, 2019 - ieeexplore.ieee.org
Advances technology that grows rapidly to the present world, causes the company to
provide a variety of programs to develop products based on the Internet of Things (IoT). IoT …

Garbage detection and path-planning in autonomous robots

SS Chandra, M Kulshreshtha… - 2021 9th International …, 2021 - ieeexplore.ieee.org
This paper provides an in-depth review of such Robots and their prototypes that were
developed to achieve a motive of detecting and picking trash. The varied approaches of path …

A Garbage Recognition Algorithm Based on YoloX Using in Flood Control System

J Lin, H Zhan, Y Lu, C Yang, Z Zhang… - 2022 5th …, 2022 - ieeexplore.ieee.org
In recent years, floods in city have occurred frequently, causing great losses to the personal
safety and property safety of city dwellers. One of the main factors causing flood disasters in …

Deep learning based smart garbage classifier for effective waste management

R Sidharth, P Rohit, S Vishagan… - 2020 5th …, 2020 - ieeexplore.ieee.org
India is the second most populated country in the world and it is still facing hindrances to its
development on waste management. It is believed that 10 million tons of waste is produced …

A garbage classification method based on improved YOLOv5

X Yan, Y Yang, L Feng, L Wang… - … Conference on Networks …, 2022 - ieeexplore.ieee.org
With the development of national economy, people's daily garbage is increasing day by day.
Relying on manpower to sort garbage is a heavy workload and low efficiency. In this paper …

DEEPBIN: Deep Learning Based Garbage Classification for Households Using Sustainable Natural Technologies

Y Song, X He, X Tang, B Yin, J Du, J Liu, Z Zhao… - Journal of Grid …, 2024 - Springer
Today, things that are accessible worldwide are upgrading to innovative technology. In this
research, an intelligent garbage system will be designed with State-of-the-art methods using …

Trash and recycled material identification using convolutional neural networks (CNN)

R Sultana, RD Adams, Y Yan, PM Yanik… - 2020 …, 2020 - ieeexplore.ieee.org
The aim of this research is to improve municipal trash collection using image processing
algorithms and deep learning technologies for detecting trash in public spaces. This …