Detection of rust and exposed steel bars of concrete surface of quaywalls and breakwaters by object detection, YOLO
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- SATOMURA Daiki
- 国土交通省 国土技術政策総合研究所
Bibliographic Information
- Other Title
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- YOLOによる岸壁・防波堤等のコンクリート表面の錆汁・鉄筋露出の検出
Abstract
<p>In order to improve the efficiency of infrastructure maintenance and management for port managers, the author has been developing a system for port and harbor facilities using AI. The system targets automatically detection of facility changes of state such as cracks, difference in levels, rust, exposed steel bars. This paper describes the AI-based detection of rust and exposed steel bars in the system. Comparing the past study, I succeeded improvement of detection of rust, but detection accuracies were not sufficient. Further improvement is needed.</p>
Journal
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- Artificial Intelligence and Data Science
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Artificial Intelligence and Data Science 4 (3), 873-881, 2023
Japan Society of Civil Engineers
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Details 詳細情報について
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- CRID
- 1390016649288904576
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- ISSN
- 24359262
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- Text Lang
- ja
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- Data Source
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- JaLC
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- Abstract License Flag
- Disallowed