simple Generative Adversarial Networks base on matlab.zip

# Simple-GAN-Base-on-Matlab * simple generative adversarial networks base on matlab * 基于matlab上的简单生成对抗性网络 ## mnist_uint8数据集准备 * [mnist_uint8](https://github.com/rasmusbergpalm/DeepLearnToolbox/blob/master/data/mnist_uint8.mat) ## 网络结构 * generator <p align="center"> <a href="/readme-images/generator.png"> <img src="/readme-images/generator.png"/> </a> </p> * generator + discriminator <p align="center"> <a href="/readme-images/generator-discriminator.png"> <img src="/readme-images/generator-discriminator.png"/> </a> </p> ## 代码 * gan_adam.m 推荐使用ADAM优化器对GAN网络进行更新 结果示例： <p align="center"> <a href="/readme-images/adam-result-1.png"> <img src="/readme-images/adam-result-1.png"/> </a> </p> <p align="center"> <a href="/readme-images/adam-result-2.png"> <img src="/readme-images/adam-result-2.png"/> </a> </p> * gan_sgd.m 使用SGD算法对GAN网络进行迭代更新 结果示例： <p align="center"> <a href="/readme-images/sgd-result-1.png"> <img src="/readme-images/sgd-result-1.png"/> </a> </p> <p align="center"> <a href="/readme-images/sgd-result-2.png"> <img src="/readme-images/sgd-result-2.png"/> </a> </p>