The Techniques for Improving Classification Accuracy with Deep Learning

  • Yano M
  • Oga T
  • Onishi M
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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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Yano, M., Oga, T., & Onishi, M. (2019). The Techniques for Improving Classification Accuracy with Deep Learning. 電子情報通信学会論文誌, J102D(2), 34–52. Retrieved from https://search.ieice.org/bin/pdf_link.php?category=D&lang=J&year=2019&fname=j102-d_2_34&abst=

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