The Lord of the GANs

Mike Connery
7 min readDec 19, 2021

A visual retelling of JRR Tolkien’s epic created with AI text-to-image software.

Lately I’ve become extremely interested in AI art, mostly through the incredible work of the artists at Brain Drops. A few weeks ago, I decided I wanted to learn how to create art of my own using AI software. And because I’m a huge Tolkien nerd, I decided that The Lord of the Rings would be my inspiration and subject matter. This post is the output of that exploration.

The 66 images below were curated from over 1,500 images created using Wombo Dream. Images were created by entering text prompts, applying simple pre-set filters, and waiting for Wombo to generate an image. All text prompts were generic and no imagery or language from JRR Tolkien’s works were used in the creation of these images.

More information on how to explore or create AI art is included at the end of this article. I hope you enjoy the images as much as I enjoyed making them, and I hope they do justice to the story that I and so many others love. If you are so inclined, each image can be purchased as a 1/1 NFT on Open Sea (along with a few easter eggs if you can spot them). If not, feel free to right click and save. All images are sized to work as iPhone backgrounds.

The Fellowship of the Ring

The Two Towers

The Return of the King

Resources for Learning More About AI Art

This was an incredible learning experience for me. Creating and selecting from over 1,500 images — even with the quick rendering times of Wombo — was no small feat, and it taught me a ton about the power and limits of text-to-image as a creative approach.

In this project, I was hugely inspired by Claire Silver’s Genesis collection, which introduced me to the idea of using AI imagery to tell a consistent thematic story — a visual novel, if you will.

So what will I do next, and what can you do to get started?

For anyone looking to immerse themselves in the community, I highly recommend joining the Brain Drops Discord community. Curated artists, practitioners and enthusiasts all hang out in the chats and are happy to answer questions.

My next stop will be Art Breeder, the tool that Silver used to create her Genesis collection. Art Breeder allows users to mix and match elements of photos to create new images that share those traits.

After that, things get more complicated — technically speaking — and I’ve been told that a great place to start is Machine Learning for Arts, a site set up by Gene Kogan, a founder of Brain Drops and the first person to make art using a generative adversarial network (GAN).

This has been an incredible journey for me so far, and I can’t wait to see what is possible with these other tools. For those who have read this far, many thanks. I hope you get as much out of it as I have. And if you are interested in purchasing any of the images, they can be found here on Open Sea.

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Mike Connery

Digital EVP at Weber Shandwick (DC). Author — “Youth to Power: How Today’s Young Voters Are Building Tomorrow’s Progressive Majority.” (2008) Opinions are mine.