CS231n Spring 2017 homework

CS231n Spring 2017 homework

请移步至https://github.com/Psunshine/CS231n-Spring-2017-Assignment

My implementation about CS231n spring 2017 homework.
I chose to use tensorfow to implement assignment3. Some weird things happend in DCGAN and styletransfer.

  1. In questions about DCGAN, all the images in a single step are the same, although all the checks seem to be right.
  2. In questions about styletransfer, my code can’t synthesis images similar to results in the slides. It seems that my network dosen’t learn to the right style.

Hoping someone can pull me out of the mire.

DCGAN error result

CS231n Spring 2017 homework_第1张图片

DCGAN right result

CS231n Spring 2017 homework_第2张图片

styletransfer error result

CS231n Spring 2017 homework_第3张图片

styletransfer right result

CS231n Spring 2017 homework_第4张图片


自己完成的CS231n spring 2017 homework。
assignment3使用tensorflow实现,但是有两处结果不太对:

  1. DCGAN一问中每一步结果都是一样的。而奇怪的是前面的check都通过了。
  2. styletransfer一问中得到的图像和课件上的不一样,应该是没有正确转换style。

试验了几天也没找到原因,希望有明白的大佬可以提点提点

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