A study on application Vision Transformer to surface preparation determination for weathering steel bridge

DOI

Bibliographic Information

Other Title
  • 耐候性鋼橋梁の素地調整時の除錆度判定におけるVision Transformerの適用に関する検討

Abstract

<p>The judgement of surface preparation grade for steel structure is performed through visual inspection, comparing it with the representative photo examples from ISO 8501-1. Therefore, there is a need to evaluate the surface preparation grade quantitatively. This paper aims to develop a support system that utilizes Vision Transformer to determine the surface preparation grade. In this study, we compare the support system developed by Vision Transformer with the one developed by Convolutional Neural Network in previous research. Furthermore, it was confirmed that the support system classified surface preparation grade based on basis of judgement clearly using Attention Map.</p>

Journal

Keywords

Details 詳細情報について

  • CRID
    1390579599242155648
  • DOI
    10.11532/jsceiii.4.3_20
  • ISSN
    24359262
  • Text Lang
    ja
  • Data Source
    • JaLC
  • Abstract License Flag
    Disallowed

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