An improved Soft-YOLOX for garbage quantity identification

J Lin, C Yang, Y Lu, Y Cai, H Zhan, Z Zhang - Mathematics, 2022 - mdpi.com
Urban waterlogging is mainly caused by garbage clogging the sewer manhole covers. If the
amount of garbage at a sewer manhole cover can be detected, together with an early …

An automated solid waste detection using the optimized YOLO model for riverine management

NA Zailan, MM Azizan, K Hasikin… - Frontiers in public …, 2022 - frontiersin.org
Due to urbanization, solid waste pollution is an increasing concern for rivers, possibly
threatening human health, ecological integrity, and ecosystem services. Riverine …

DENS-YOLOv6: A small object detection model for garbage detection on water surface

N Li, M Wang, G Yang, B Li, B Yuan, S Xu - Multimedia Tools and …, 2023 - Springer
The study of garbage detection on water surface is of great significance for the development
of water surface garbage monitoring and automated water surface garbage salvage …

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 …

Real-Time domestic garbage detection method based on improved YOLOv5

S Kan, W Fang, J Wu, VS Sheng - International Conference on Artificial …, 2022 - Springer
With the substantial improvement of people's living standards, the amount of domestic
garbage is increasing rapidly, and intelligent waste classification has become an urgent …

Garbage classification system based on improved ShuffleNet v2

Z Chen, J Yang, L Chen, H Jiao - Resources, Conservation and Recycling, 2022 - Elsevier
Garbage classification technology is not only an important basis for the harmless treatment
of waste and resource recovery, but also the inevitable trend of social development. The …

[HTML][HTML] A real-time garbage truck supervision and data statistics method based on object detection

X Zhang, Y Gao, G Xiao, B Feng… - … and Mobile Computing, 2020 - hindawi.com
Garbage classification is difficult to supervise in the stage of collection and transportation.
This paper proposes a computer vision-based method for intelligent supervision and …

[HTML][HTML] YOLObin: non-decomposable garbage identification and classification based on YOLOv7

MR Jabed, M Shamsuzzaman - Journal of Computer and Communications, 2022 - scirp.org
In order to safeguard the biological framework on which human creatures depend for
presence and make society feasible improvement, it is becoming increasingly important to …

Garbage classification system with yolov5 based on image recognition

G Yang, J Jin, Q Lei, Y Wang, J Zhou… - 2021 IEEE 6th …, 2021 - ieeexplore.ieee.org
At present, the main technology of garbage identification and classification is the use of
traditional machine vision algorithm or the use of sensors for screening and identification of …

[HTML][HTML] Garbage classification detection based on improved YOLOV4

Q Chen, Q Xiong - Journal of Computer and Communications, 2020 - scirp.org
As the rate of garbage generation gradually increases, the past garbage disposal methods
will be eliminated, so the classification of garbage has become an inevitable choice. The …