robgon-art / machineray

This is a project that uses AI to create abstract art. It is released under the CC BY-NC-SA license. See License.txt for details.

MachineRay

By Robert. A Gonsalves

For this project, I gathered images of abstract paintings from WikiArt.org, processed them, and fed them into StyleGAN2 at the size of 1024x1024. I trained the GAN for three weeks on a GPU using Google Colab. I then processed the output images by adjusting the aspect ratio and running them through another ANN for a super-resolution resize. The resultant images are 4096 pixels wide or tall, depending on the aspect ratio.

You can read my article about this project on Medium here: MachineRay: Using AI to Create Abstract Art

This GitHub repositoray contains the source code for the project.

The source code is released under the CC BY-NC-SA license. See License.txt for details.

machineray's Issues

Generating pkl & painting_info.txt files

Hello,

First off, thank you very much for contributing a fantastic project to the open source community and providing a great writeup on it's implementation.

One key component missing is generating the pkl and painting_info.txt files that are ingested by the Google Colab workflow. Any guidance on this is appreciated!

Error: Input images must have the same width and height

Hello,
I and trying to train a new model, but it always give:
Error: Input images must have the same width and height

Is any way to solve this, with change my image dataset?

• I generate cropped folder images
• Then generate resized folder image
• Then create painting_info.txt file

Can I sell generated image?

Hi Sir.
Thank you very much for share this fantastic project.
Can I include generated image with my project and sell them?

Thank you.