克隆/下载
贡献代码
同步代码
取消
提示: 由于 Git 不支持空文件夾,创建文件夹后会生成空的 .keep 文件
Loading...
README
MIT

GAN生成对抗网络在Keras当中的实现


注意事项

该库上传时间较早,结构不明确且功能有限,本人进行了一定重置,重置后网络结构与功能会相对更好一些。

DCGAN:https://github.com/bubbliiiing/dcgan-keras
SRGAN:https://github.com/bubbliiiing/srgan-keras

目录

  1. 所需环境 Environment
  2. 仓库内容 WhatsIn
  3. 使用方法 Usage
  4. 参考资料 Reference

所需环境

tensorflow-gpu==1.13.1
keras==2.1.5

仓库内容

  • gan
  • dcgan
  • cgan
  • acgan
  • cogan
  • srgan
  • cyclegan-keras
  • cyclegan-pytorch

使用方法

acgan、cgan、gan、dcgan、cogan

这些gan直接运行其中的代码。

cycleGAN

1、下载数据集
这是斑马to黄种马的数据集下载:
https://people.eecs.berkeley.edu/~taesung_park/CycleGAN/datasets/horse2zebra.zip
苹果to橘子数据集下载:
[https://people.eecs.berkeley.edu/~taesung_park/CycleGAN/datasets/apple2orange.zip] (https://people.eecs.berkeley.edu/~taesung_park/CycleGAN/datasets/apple2orange.zip)
画作to照片数据集下载:
https://people.eecs.berkeley.edu/~taesung_park/CycleGAN/datasets/monet2photo.zip
2、将数据集解压后放入到dataset中
3、运行cyclegan.py进行训练

Reference

https://github.com/eriklindernoren/Keras-GAN
https://github.com/eriklindernoren/PyTorch-GAN

MIT License Copyright (c) 2020 JiaQi Xu Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

简介

GAN合集,内含多种gan网络模型 包含随机图像生成图像、按指定lable生成图像、图像风格化等样例 引用地址:https://github.com/bubbliiiing/GAN-keras 引用博客:https://blog.csdn.net/weixin_44791964/category_9625179.html 展开 收起
Python
MIT
取消

发行版

暂无发行版

贡献者

全部

近期动态

不能加载更多了
马建仓 AI 助手
尝试更多
代码解读
代码找茬
代码优化