From 78582ba2e811ffd348b31e97bc6c4751b3f79166 Mon Sep 17 00:00:00 2001 From: wangyang59 Date: Fri, 16 Dec 2016 11:13:31 -0800 Subject: [PATCH] figure caption url --- doc/tutorials/gan/index_en.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/doc/tutorials/gan/index_en.md b/doc/tutorials/gan/index_en.md index 47d1d6f8d5..99c8d73011 100644 --- a/doc/tutorials/gan/index_en.md +++ b/doc/tutorials/gan/index_en.md @@ -8,7 +8,8 @@ The high-level structure of GAN is shown in Figure. 1 below. It is composed of t

- Figure 1. GAN-Model-Structure [figure credit](https://ishmaelbelghazi.github.io/ALI/) + Figure 1. GAN-Model-Structure + figure credit

The generator and discriminator take turn to be trained using SGD. The objective function of the generator is for its generated images being classified as real by the discriminator, and the objective function of the discriminator is to correctly classify real and fake images. When the GAN model is trained to converge to the equilibrium state, the generator will transform the given noise distribution to the distribution of real images, and the discriminator will not be able to distinguish between real and fake images at all. -- GitLab