Low-Cost Object Detection Models for Traffic Control Devices through Domain Adaption of Geographical Regions

Low-Cost Object Detection Models for Traffic Control Devices through Domain Adaption of Geographical Regions

Automated inspection systems utilizing computer vision technology are effective in managing traffic control devices (TCDs); however, they face challenges due to the limited availability of training datasets and the difficulty in generating new datasets. To address this, our study establishes a bench...

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Bibliographic Details
Main Authors: Dahyun Oh, Kyubyung Kang, Sungchul Seo, Jinwu Xiao, Kyochul Jang, Kibum Kim, Hyungkeun Park, Jeonghun Won
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Remote Sensing
Subjects:
domain adaptation
low-cost object detection
traffic control devices (TCDs)
training dataset benchmark
YOLOv5
Online Access:https://www.mdpi.com/2072-4292/15/10/2584

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