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
書誌事項
- タイトル別名
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- 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
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- 人工知能学会第二種研究会資料
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人工知能学会第二種研究会資料 2022 (BI-020), 03-, 2022-03-12
一般社団法人 人工知能学会
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詳細情報 詳細情報について
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- CRID
- 1390014093904515072
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- ISSN
- 24365556
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- 本文言語コード
- ja
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- データソース種別
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- JaLC
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- 抄録ライセンスフラグ
- 使用可