Development of Computer vision and deep learning based algorithm to improve waste management system

R Tiwari, AK Dubey - 2022 2nd International Conference on …, 2022 - ieeexplore.ieee.org
Noteworthy steps are being taken towards improving the level of hygiene and cleanliness in
cities. Even with these efforts littering and non-recyclable waste is still a serious maj or issue …

A waste management technique to detect and separate non-biodegradable waste using machine learning and YOLO algorithm

A Aishwarya, P Wadhwa, O Owais… - … Conference on Cloud …, 2021 - ieeexplore.ieee.org
This research Paper proposes an application of Image Processing that works on the
principle of machine learning and YOLO (You Only Look Once) algorithm was used to detect …

Detection and Classification of Waste Materials Using Deep Learning Techniques

A Dahal, OP Sarker, J Kashyap, RK Gupta… - … Conference on Machine …, 2023 - Springer
This paper deals with the detection and classification of waste materials by performing an
analysis of the deep learning-based computer vision techniques. Object detection and …

Machine learning-based automatic litter detection and classification using neural networks in smart cities

M Malik, C Prabha, P Soni, V Arya… - … Journal on Semantic …, 2023 - igi-global.com
Abstract Machine learning and deep learning are one of the most sought-after areas in
computer science which are finding tremendous applications ranging from elementary …

IoT based Trash Bin Management System

M Reddy, J Gurupriyanka, MK Saiteja… - … on Electronics and …, 2022 - ieeexplore.ieee.org
In current decades, urbanization has expanded more than ever. At equal division, there is a
boom in waste manufacturing. Waste administration could be a basic issue to permit for …

A YOLO-based neural network with VAE for intelligent garbage detection and classification

A Ye, B Pang, Y Jin, J Cui - Proceedings of the 2020 3rd International …, 2020 - dl.acm.org
Garbage recycling is becoming an urgent need for the people as the rapid development of
human society is producing colossal amount of waste every year. However, current machine …

Comparison of garbage classification frameworks using transfer learning and CNN

MK Gourisaria, R Agrawal, V Singh… - International Journal of …, 2022 - igi-global.com
With the never-ending increase in the population, garbage and other waste materials have
become one of the major hurdles in forming a healthy environment. The proliferation in the …

YOLO-based object detection for separate collection of recyclables and capacity monitoring of trash bins

AB Wahyutama, M Hwang - Electronics, 2022 - mdpi.com
This study describes the development of a smart trash bin that separates and collects
recyclables using a webcam and You Only Look Once (YOLO) real-time object detection in …

A New Smart Waste Managing System

H Jabar, R Hassan, AS Sadeq - 2020 International Conference …, 2020 - ieeexplore.ieee.org
The continuous growth of the generated volumes of waste and garbage grasps the attention
of researchers and experts in various fields. The collection and management process of this …

Garbage classifying application using deep learning techniques

A Patil, A Tatke, N Vachhani, M Patil… - … Conference on Recent …, 2021 - ieeexplore.ieee.org
Garbage disposal is a very important task in a healthy and green environment. With
spreading awareness among the citizens of India regarding the importance of a clean …