Search Results for author: Yuki Hagiwara

Found 3 papers, 1 papers with code

YuruGAN: Yuru-Chara Mascot Generator Using Generative Adversarial Networks With Clustering Small Dataset

no code implementations17 Apr 2020 Yuki Hagiwara, Toshihisa Tanaka

However, it is difficult to apply class conditional GANs when the amount of original data is small and when a clear class is not given, such as a yuruchara image.

Clustering Data Augmentation

A deep convolutional neural network model to classify heartbeats

1 code implementation Computers in Biology and Medicine 2017 U. Rajendra Acharya, Shu Lih Oh, Yuki Hagiwara, Jen Hong Tan, Muhammad Adam, ArkadiuszGertych, Ru SanTan

The CNN was trained using the augmented data and achieved an accuracy of 94. 03% and 93. 47% in the diagnostic classification of heartbeats in original and noise free ECGs, respectively.

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