[HTML][HTML] 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 - hindawi.com
Garbage classification is a social issue related to people's livelihood and sustainable
development, so letting service robots autonomously perform intelligent garbage …

[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 …

Garbage detection algorithm based on YOLO v3

L Bohong, W Xinpeng - … on Electrical Engineering, Big Data and …, 2022 - ieeexplore.ieee.org
In recent years, garbage classification has become the focus of the world. YOLOv3 has good
real-time performance and accurate detection accuracy, which can meet the requirements of …

[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 …

Skip-YOLO: Domestic garbage detection using deep learning method in complex multi-scenes

L Zhao, Y Pan, S Wang, L Zhang, MS Islam - 2021 - researchsquare.com
In In the field of garbage intelligent identification, similar garbage are difficult to be effectively
detected due to different kinds of characteristics. This paper proposes a Skip-YOLO model …

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 …

Using YOLOv5 for garbage classification

Z Wu, D Zhang, Y Shao, X Zhang… - 2021 4th …, 2021 - ieeexplore.ieee.org
At present, people's daily garbage is increasing day by day. How to intelligently classify
garbage can save manpower and improve work efficiency. In this paper, a garbage …

Garbage detection and classification method based on YoloV5 algorithm

Z Lv, H Li, Y Liu - … Conference on Machine Vision (ICMV 2021), 2022 - spiedigitallibrary.org
In the face of a wide variety and a large number of production and domestic waste, it is a
great challenge for the task of automatic detection and sorting of waste. Based on yolov5 …

[HTML][HTML] Skip-YOLO: Domestic Garbage Detection Using Deep Learning Method in Complex Multi-scenes

Z Lun, Y Pan, S Wang, Z Abbas, MS Islam… - International Journal of …, 2023 - Springer
It is of great significance to identify all types of domestic garbage quickly and intelligently to
improve people's quality of life. Based on the visual analysis of feature map changes in …