Digital Twin Technologies Towards Understanding the Interactions Between Transportation and Other Civil Infrastructure Systems: Phase 2— Vehicle Detection and Tracking on Edge Device Document

Ke, Ruimin; Weidner, Jeffrey; Raheem, Adeeba; Cheu, Ruey Long

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Digital Twin Technologies Towards Understanding the Interactions Between Transportation and Other Civil Infrastructure Systems: Phase 2— Vehicle Detection and Tracking on Edge Device Document

2023-06-01
By Ke, Ruimin ; Weidner, Jeffrey ; Raheem, Adeeba

File Language:

English

Details

Creators:

Ke, Ruimin ; Weidner, Jeffrey ; Raheem, Adeeba ; Cheu, Ruey Long
Corporate Creators:

Connected Communities for Smart Mobility Toward Accessible and Resilient Transportation for Equitably Reducing Congestion (C2SMARTER) Tier-1 University Transportation Center (UTC)
Corporate Contributors:

United States. Department of Transportation. University Transportation Centers (UTC) Program ; United States. Department of Transportation. Office of the Assistant Secretary for Research and Technology
Subject/TRT Terms:
Resource Type:

Other
Geographical Coverage:

United States
Corporate Publisher:

Connected Communities for Smart Mobility Toward Accessible and Resilient Transportation for Equitably Reducing Congestion (C2SMARTER) Tier-1 University Transportation Center (UTC)
Abstract:

Document describing sensors and sensor algorithms relating to the implementation process of the project’s detection technology. The purpose of this project is to place edge computing devices Jetson Xavier NX and cameras on the fourth and fifth floors of the Schuster Garage on the UTEP campus, then use Yolov5 3 and DeepSORT 4 to complete object detection and tracking tasks at the roundabout near the UTEP campus and get real-time traffic flow information in all directions including the trajectory of each vehicle.
Format:

PDF
Funding:

69A3551747124
Download URL:

https://rosap.ntl.bts.gov/view/dot/72469/dot_72469_DS1.pdf
File Type:

[PDF - 530.66 KB]
Collection(s):

University Transportation Centers
Main Document Checksum:

urn:sha-512:461359e4aa5cdb04a4badc3afb6838bb3cd0edd3fb3639375babb1165586f04861fb118d9462b7497d9eced66a822937c59b162f6a40a9584a3d91f7668a7fe5

Digital Twin Technologies Towards Understanding the Interactions Between Transportation and Other Civil Infrastructure Systems: Phase 2 [supporting dataset]

Dataset

The advent of Digital Twin (DT) technology signifies a significant stride towards the progressive transformation from physical to digital paradigms wi ...

Ke, Ruimin ;

Weidner, Jeffrey

File Language:

English

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