A Real-Time Garbage Truck Supervision and Data Statistics Method Based on Object Detection
Joint Authors
Zhang, Xuanyu
Gao, Yining
Xiao, Guangyi
Feng, Bo
Chen, Wenshu
Source
Wireless Communications and Mobile Computing
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-10-12
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Information Technology and Computer Science
Abstract EN
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 workload statistics of garbage trucks.
In terms of hardware, this paper deploys a camera and an image processing unit with NPU based on the original on-board computing and communication equipment.
In terms of software, this paper uses the YOLOv3-tiny algorithm on the image processing unit to perform real-time target detection on garbage truck work, collects statistics on the color, specifications, and quantity of garbage bins cleaned by the garbage truck, and uploads the results to the server for recording and display.
The proposed method has low deployment and maintenance costs while maintaining excellent accuracy and real-time performance, which makes it have good commercial application value.
American Psychological Association (APA)
Zhang, Xuanyu& Gao, Yining& Xiao, Guangyi& Feng, Bo& Chen, Wenshu. 2020. A Real-Time Garbage Truck Supervision and Data Statistics Method Based on Object Detection. Wireless Communications and Mobile Computing،Vol. 2020, no. 2020, pp.1-9.
https://search.emarefa.net/detail/BIM-1214627
Modern Language Association (MLA)
Zhang, Xuanyu…[et al.]. A Real-Time Garbage Truck Supervision and Data Statistics Method Based on Object Detection. Wireless Communications and Mobile Computing No. 2020 (2020), pp.1-9.
https://search.emarefa.net/detail/BIM-1214627
American Medical Association (AMA)
Zhang, Xuanyu& Gao, Yining& Xiao, Guangyi& Feng, Bo& Chen, Wenshu. A Real-Time Garbage Truck Supervision and Data Statistics Method Based on Object Detection. Wireless Communications and Mobile Computing. 2020. Vol. 2020, no. 2020, pp.1-9.
https://search.emarefa.net/detail/BIM-1214627
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1214627