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深層学習を用いた画像識別タスクの精度向上テクニック

  • 矢野 正
  • 大賀 隆
  • 大西 正
IEICE INFORMATION AND SYSTEMS SOCIETY JOURNAL (2022) 27(2) 7-7
DOI: 10.1587/ieiceissjournal.27.2_7
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Abstract

AlexNet arXiv Data Augmentation Data Augmentation 1. 1000 ILSVRC2012 AlexNet [1] Fisher Vector + SVM [2] 10% 5 ILSVRC2017 SENet [3] Top-5 AlexNet 16.4% 14% 2.25% 1

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矢野正基, 大賀隆裕, & 大西正輝. (2022). 深層学習を用いた画像識別タスクの精度向上テクニック. IEICE INFORMATION AND SYSTEMS SOCIETY JOURNAL, 27(2), 7–7. https://doi.org/10.1587/ieiceissjournal.27.2_7

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