Japan Society of Civil Engineers 2020 Annual Meeting

Presentation information

[共通セッション] 土木分野におけるAIの活用

土木分野におけるAIの活用(6)

Chair:KOJI MAKANAE

[CS15-47] Points to think in using Deep Learning technologies for infrastructure maintenance

〇Masazumi Amakata1, Junichiro Fujii1, Junichi Okubo1, Ryuto Yoshida1, Takato Yasuno1 (1.YACHIYO ENGINEERING CO.,LTD.)

Keywords:deep learning, camera resolution, infrastructure maintenance, subset, whole set, civil engineering 2.0

The true value of civil engineering is building technical systems from limited information subsets and offering enough efficient facilities for societies. But their selective information is easy to reach silent knowledge and is large burdens for information share. We think that Deep Learning technologies reach practical levels. But when their technologies are applied to human oriented original flows, they do not often reach human levels. On the other hand, if we did not mind original flows, we could extract much practical information. In this article, we describe essences that we apply Deep Learning technologies to infrastructure maintenances.

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