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whitebox训练数据有多个文件夹,源码里是单独训练还是合并在一起训练的呢? #5

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lilichu opened this issue Feb 1, 2021 · 3 comments

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@lilichu
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lilichu commented Feb 1, 2021

首先感谢作者提供pytorch版本代码。
源码(tensorflow)里面没有直接提供训练数据,在issue里作者提供的训练数据如scenery_cartoon包含三个文件夹,shinkai,hosoda,hayao。请问训练的时候是合并在一起还是像这里面默认只选择了shinkai的数据训练?包括face_cartoon也是两个文件夹,这里也是只选择了其中一个

@zhen8838
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zhen8838 commented Feb 1, 2021 via email

@lilichu
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lilichu commented Feb 1, 2021

感谢回复。 原作者在论文里提到用的数据量如face_cartoon和scenery_cartoon都是1w张,猜测应该是把所有的数据全放一起训练的吧,并不是分不同风格的。在评论里也没有说是分开训练的:
SystemErrorWang/White-box-Cartoonization#5 (comment)

@zhen8838
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zhen8838 commented Feb 1, 2021

恩,确实,作者给出的数据集量的确比较少,并且论文中只有CartoonGAN做了不同风格的对比,提出的模型没有说最终结果是什么风格的。你可以把所有种类的都放一个文件夹里面进行训练试试。

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