A real-time rural domestic garbage detection algorithm with an improved YOLOv5s network model

X Jiang, H Hu, Y Qin, Y Hu, R Ding - Scientific Reports, 2022‏ - nature.com
An increasing number of researchers are using deep learning technology to classify and
process garbage in rural areas, and have achieved certain results. However, the existing …

A review of computer vision applications in litter and cleanliness monitoring

A Kumar, LBN Sudarshan, A Kumar… - Proceedings of the …, 2024‏ - icevirtuallibrary.com
Municipal solid waste management struggles with manual processes, affecting data
accuracy and street cleanliness monitoring. Recent research highlights computer vision as a …

[HTML][HTML] A water surface garbage recognition method based on transfer learning and image enhancement

Z Junzhe, J Fuqiang, C Yupeng, W Weiyi, W Qing - Results in Engineering, 2023‏ - Elsevier
In this paper, we propose a solution to the escalating issue of water pollution caused by
garbage in rivers, reservoirs, and oceans. We introduce the implementation of the You Only …

[HTML][HTML] Object Detection Algorithms to Identify Skeletal Components in Carbonate Cores

HL Dawson, CM John - Marine and Petroleum Geology, 2024‏ - Elsevier
Identification of constituent grains in carbonate rocks requires specialist experience. A
carbonate sedimentologist must be able to distinguish between skeletal grains that change …

Road garbage classification using ResNet50

NS Kolla, M Anumula, S Sujana… - … Conference on Signal …, 2023‏ - ieeexplore.ieee.org
Nowadays managing the road garbage is essential. The waste disposal leads to pollution,
climate change, water contamination etc. The major issue which is unresolved is dealing …

A Recyclable Waste Image Recognition System with YOLOv8 for Children's Environmental Education

AF Zambri, S Abdul-Rahman, NM Sabri… - … , Technology & Applied …, 2024‏ - etasr.com
Rapid economic growth and increasing urban population have led to a significant increase
in waste production, raising serious concerns for countries worldwide. As the population …

[PDF][PDF] Leboh 2: An Android Application for Solid Waste Detection

T Handhayani, AH Pawening, J Hendryli - IAENG International Journal of …, 2023‏ - iaeng.org
Garbage or waste will be a serious problem if they are not managed properly. Sorting
garbage is necessary before putting them in the bins. This paper develops an Android …

Plastic Waste Identification using ResNet-50: A Deep Learning Approach

AN Bakti, NH Shabrina - Rekayasa, 2024‏ - journal.trunojoyo.ac.id
Plastic waste is a significant environmental concern, constituting a major portion of the
global waste stream. Improper disposal and accumulation have led to severe environmental …

Comparative Study of ML Algorithms for Garbage Classification

SJ Buchade, S Bhoite - 2024‏ - researchsquare.com
In today's world, the escalating waste crisis demands effective garbage classification
strategies. As population growth and evolving needs contribute to unprecedented waste …