Anime Face Generator Gan

Image 0 is one of the generated anime character faces that we will create by using the picture formed by the model.

Anime face generator gan. You can refer to my colab notebook if you are stuck. A dcgan to generate anime faces using custom dataset in keras. It s a good starter dataset because it s perfect for our goal.

Using machine learning techniques combined with a generative adversarial network gan makes it possible to generate anime style characters based on real people. The site is the creation of. Here are a few examples for you to check out.

The generator consists of convolution transpose layers followed by batch normlization and a leaky relu activation function for upsampling. Using this website you can generate your own anime alter ego. Get a diverse library of ai generated faces.

I will be using the pre trained anime stylegan2 by aaron gokaslan so that we can load the model straight away and generate the anime faces.

In this post we will create a unique anime face generator using the anime face dataset. The first and second picture from the left is generated with gan. Reloads every 18s for many waifus simultaneously in a randomized grid see these waifus do not exist this website s images are available for download for interactive waifu generation you can use artbreeder which provides the stylegan 1 portrait model generation and editing or use sizigi studio.

Annie face image generator using gans. This is done to avoid unstable training. Leaky relus are one attempt to fix the dying relu problem.