[HTML][HTML] A deep learning-based intelligent garbage detection system using an unmanned aerial vehicle

V Verma, D Gupta, S Gupta, M Uppal, D Anand… - Symmetry, 2022 - mdpi.com
A population explosion has resulted in garbage generation on a large scale. The process of
proper and automatic garbage collection is a challenging and tedious task for developing …

Garbage recognition and classification system based on convolutional neural network vgg16

H Wang - 2020 3rd International Conference on Advanced …, 2020 - ieeexplore.ieee.org
To study the application of deep learning in the field of environmental protection, the
convolutional neural network VGG16 model is used to solve the problem of identification …

[HTML][HTML] Deep learning approach to recyclable products classification: Towards sustainable waste management

MIB Ahmed, RB Alotaibi, RA Al-Qahtani, RS Al-Qahtani… - Sustainability, 2023 - mdpi.com
Effective waste management and recycling are essential for sustainable development and
environmental conservation. It is a global issue around the globe and emerging in Saudi …

[HTML][HTML] Classification of waste materials with a smart garbage system for sustainable development: a novel model

V Kaya - Frontiers in Environmental Science, 2023 - frontiersin.org
In today's conditions, where the human population is increasing, environmental pollution is
also increasing around the world. One of the most important causes of environmental …

A modified YOLOv4 detection method for a vision-based underwater garbage cleaning robot

M Tian, X Li, S Kong, L Wu, J Yu - Frontiers of Information Technology & …, 2022 - Springer
To tackle the problem of aquatic environment pollution, a vision-based autonomous
underwater garbage cleaning robot has been developed in our laboratory. We propose a …

A garbage detection and classification method based on visual scene understanding in the home environment

Y Wu, X Shen, Q Liu, F Xiao, C Li - Complexity, 2021 - Wiley Online Library
Garbage classification is a social issue related to people's livelihood and sustainable
development, so letting service robots autonomously perform intelligent garbage …

Research on deep learning garbage classification system based on fusion of image classification and object detection classification.

Z Yang, Y Bao, Y Liu, Q Zhao… - … and Engineering: MBE, 2022 - europepmc.org
With the development of national economy, the output of waste is also increasing. People's
living standards are constantly improving, and the problem of garbage pollution is …

[HTML][HTML] Deep learning-based small object detection and classification model for garbage waste management in smart cities and iot environment

FS Alsubaei, FN Al-Wesabi, AM Hilal - Applied Sciences, 2022 - mdpi.com
In recent years, object detection has gained significant interest and is considered a
challenging problem in computer vision. Object detection is mainly employed for several …

Garbage detection using advanced object detection techniques

D Patel, F Patel, S Patel, N Patel… - … and Smart Systems …, 2021 - ieeexplore.ieee.org
Developing nations today face a major hurdle of excessive waste generation due to
overpopulation and rapid urbanization. Also, the waste management systems in such …

Application of convolutional neural network based on transfer learning for garbage classification

L Cao, W Xiang - 2020 IEEE 5th information technology and …, 2020 - ieeexplore.ieee.org
In order to effectively utilize garbage resources, reduce environmental pollution and the
burden of people sorting garbage, this paper proposes a method of garbage classification …