物件画像生成を通じた分類モデルの精度改善に関する研究

DOI

書誌事項

タイトル別名
  • A Study on Improving the Accuracy of Classification Models through Property Image Generation

抄録

<p>In the case of business development by learning information about properties, such as recognizing scratches on the floor or wall, it is difficult to find a certain pattern in the teacher data, which makes it difficult to prepare teacher data of sufficient quality and quantity. Therefore, in this study, we investigate how to improve the accuracy of the classification model by generating pseudo-images from a small number of samples to improve the quality and quantity of the teacher data.</p>

収録刊行物

詳細情報 詳細情報について

  • CRID
    1390014093904515072
  • DOI
    10.11517/jsaisigtwo.2022.bi-020_03
  • ISSN
    24365556
  • 本文言語コード
    ja
  • データソース種別
    • JaLC
  • 抄録ライセンスフラグ
    使用可

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