How good is my GAN?cugtyt.github.io/blog/papers/2018/0830 Abstract 虽然GAN在视觉上有令人惊叹的结果,但是最近才出现一些量化标准。我们认为,现存的这些还不够,需要适应手头的工作。本文我们介绍了两个基于图像分类的衡量方法——GAN-train和GAN-test,近似于召回率(多样性)和准确率(图像质量)。我们使用这...
《How good is my GAN?》K Shmelkov, C Schmid, K Alahari [Inria] (2018) http://t.cn/RDhN2P4 view:http://t.cn/RDhN2Pb
一言でいうと GANを評価する指標として、GANで生成された画像を使って学習しオリジナルの画像で評価するGAN-train、オリジナル画像で学習しGAN画像で評価するGAN-testの2つを提案。前者で画像品質/クラスラベルの多様性、後者は高すぎる場合元画像を記憶しているだけと推察
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