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Updated: Sep 10, 2025

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WAYVision: 波紋変換と注意に基づくYOLOv5を使用して,手書きのカンナダのブレイリー文字を認識するためのハイブリッドのディープラーニングアプローチ

Bipin Nair B J1, Niranjan1, Saketh P1

  • 1Department of Computer Science, School of Computing, Amrita Vishwa Vidyapeetham, Mysuru, Karnataka, India.

MethodsX
|August 25, 2025
PubMed
まとめ

この研究は,手書きのカンナダ・ブレイル文字を認識するための高度なシステムを導入し,視覚障害者の支援技術のために高い精度を達成します. このモデルは特徴の抽出と ブレイルの点の不整列の処理に優れています

キーワード:
注目メカニズムブレイルの認識特徴抽出カンナダ語 ブライル文字WAYビジョン波形変換YOLO (イエロー)

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