# GAN_learning_note

**Repository Path**: hkwuks/GAN_learning_note

## Basic Information

- **Project Name**: GAN_learning_note
- **Description**: GAN学习笔记
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-03-11
- **Last Updated**: 2021-03-11

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# GAN学习笔记

## 一、基本思路

![image-20210309212740360](GAN.assets/image-20210309212740360.png)

## 二、讲解

![image-20210310130414983](GAN.assets/image-20210310130414983.png)

![image-20210310172317599](GAN.assets/image-20210310172317599.png)

![image-20210310173311918](GAN.assets/image-20210310173311918.png)

![image-20210310173424707](GAN.assets/image-20210310173424707.png)

![image-20210310173548204](GAN.assets/image-20210310173548204.png)

![image-20210310173942499](GAN.assets/image-20210310173942499.png)

![image-20210310175920831](GAN.assets/image-20210310175920831.png)

![image-20210310180421435](GAN.assets/image-20210310180421435.png)

## 三、WGAN

由于GAN训练时，可能会出现长时间梯度不下降的问题。WGAN改进了这个问题。

![image-20210311173314776](GAN.assets/image-20210311173314776.png)