Skip to content

Commit

Permalink
GAN
Browse files Browse the repository at this point in the history
  • Loading branch information
FelixFu520 committed Sep 1, 2021
1 parent 16862ac commit 578ef36
Show file tree
Hide file tree
Showing 5 changed files with 15 additions and 0 deletions.
1 change: 1 addition & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -302,6 +302,7 @@
- SAGAN:自注意力生成对抗网络
- BigGAN:大生成对抗性网络
- StyleGAN:基于风格的生成对抗网络
- [GAN Pytorch实现](https://github.com/FelixFu520/PyTorch-GAN)

#### 🍃Detection

Expand Down
Binary file added train/gan/imgs/image-20210901151332825.png
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Binary file added train/gan/imgs/image-20210901151809724.png
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Binary file added train/gan/imgs/image-20210901154736642.png
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
14 changes: 14 additions & 0 deletions train/gan/wgan.md
Original file line number Diff line number Diff line change
Expand Up @@ -61,6 +61,10 @@

分布一样为1,分布不一样为0,只能判断两个分布是否相似,但是不能判断程度。

#### 1.4 Mode Dropping

![image-20210901154736642](imgs/image-20210901154736642.png)

### 2. WGAN

![image-20210830171113266](imgs/image-20210830171113266.png)
Expand All @@ -75,6 +79,14 @@

![image-20210830171842077](imgs/image-20210830171842077.png)

![image-20210901151332825](imgs/image-20210901151332825.png)



1-L限制条件的实现有很多种,下面的图展示了原来WGAN和WGAN-GP的实现原理

![image-20210901151809724](imgs/image-20210901151809724.png)

![image-20210830171950750](imgs/image-20210830171950750.png)

![image-20210830172116317](imgs/image-20210830172116317.png)
Expand Down Expand Up @@ -127,3 +139,5 @@ clip范围需要自己设定,而且很难设置,所以有了WGAN-GP

![image-20210830175523529](imgs/image-20210830175523529.png)



0 comments on commit 578ef36

Please sign in to comment.