https://github.com/a312863063/seeprettyface-ganerator-dongman

这是一个用StyleGAN训练出的动漫脸生成器
https://github.com/a312863063/seeprettyface-ganerator-dongman

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这是一个用StyleGAN训练出的动漫脸生成器

• Host: GitHub
• URL: https://github.com/a312863063/seeprettyface-ganerator-dongman
• Owner: a312863063
• Created: 2019-06-11T13:03:02.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-11-03T07:31:19.000Z (about 5 years ago)
• Last Synced: 2024-08-04T04:07:03.776Z (3 months ago)
• Language: Python
• Homepage:
• Size: 3.1 MB
• Stars: 152
• Watchers: 1
• Forks: 56
• Open Issues: 2
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesome-acg - seeprettyface dongman - A stylegan danbooru pretrain model with Chinese document. [中文] (Image Generation)

README

        

注明：这项工作的原创性方法由[Gwern](https://www.gwern.net/)提出，我只不过是照着他的方法重现了一遍。

# 动漫脸生成器

  这是一个用StyleGAN训练出的动漫脸生成器，生成效果如下所示。




# 生成示例

##   单张样本

     ![Image text](https://github.com/a312863063/seeprettyface-ganerator-dongman/blob/master/examples/example_1.png)



     ![Image text](https://github.com/a312863063/seeprettyface-ganerator-dongman/blob/master/examples/example_2.png)



     ![Image text](https://github.com/a312863063/seeprettyface-ganerator-dongman/blob/master/examples/example_3.png)



## 概览（有筛选）

![Image text](https://github.com/a312863063/seeprettyface-ganerator-dongman/blob/master/examples/64_examples.jpg)






# 运行代码

## 环境配置

  Both Linux and Windows are supported, but we strongly recommend Linux for performance and compatibility reasons.


  64-bit Python 3.6 installation. We recommend Anaconda3 with numpy 1.14.3 or newer.


  TensorFlow 1.10.0 or newer with GPU support.


  NVIDIA driver 391.35 or newer, CUDA toolkit 9.0 or newer, cuDNN 7.3.1 or newer.


## 运行步骤

  1.在model文件夹中按照txt地址下载模型，放在该位置


  2.运行generate_dongman.py







## 了解技术原理 & 获取训练集：[点此进入](http://www.seeprettyface.com/)

![Image text](https://github.com/a312863063/seeprettyface/blob/master/EP001-01.png)