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
Hauptverfasser: OI, Kuniaki, MIKAMI, Nobuo, AKEDA, Sadamitsu, SAEKI, Kimiyasu, UEOKA, Yohei, FUJITA, Takayasu, ICHIMURA, Yasushi
Format: Artikel
Sprache:eng ; jpn
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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.
ISSN:2185-4688
2185-4688
DOI:10.2208/jscejoe.77.2_I_715