THE DEVELOPMENT OF TIDE GATE MONITORING SYSTEM USING IMAGE RECOGNITION AI
Due to giant typhoons in recent years, the tide gate open-close status confirming system is urgently required to alleviate storm surge damage, and to take immediate and wide-ranging evacuation activities and emergency measures. This paper describes the prototype of the system and the demonstration t...
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Veröffentlicht in: | Doboku Gakkai Ronbunshu. B3, Kaiyo Kaihatsu Ser. B3 (Ocean Engineering), 2021, Vol.77(2), pp.I_715-I_720 |
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Hauptverfasser: | , , , , , , |
Format: | Artikel |
Sprache: | eng ; jpn |
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Online-Zugang: | Volltext |
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Zusammenfassung: | Due to giant typhoons in recent years, the tide gate open-close status confirming system is urgently required to alleviate storm surge damage, and to take immediate and wide-ranging evacuation activities and emergency measures. This paper describes the prototype of the system and the demonstration test at a fishing port. This system detects of gate status by image recognition AI, and transmit the status and information of peripheral state. As a result of demonstration test, the quality of the model was confirmed with 92.2% correct status designations. And the communication situation of LPWA which used for power saving was good. This system was received a good evaluation from administrator of the tide gate in the hearing after the experiment. |
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ISSN: | 2185-4688 2185-4688 |
DOI: | 10.2208/jscejoe.77.2_I_715 |