Upload a photo to this website to generate an anonymized portrait imagined by StyleGan. These portraits may be used in the social media. You may generate 50 images a month for free in low resolution (512 x 512 jpg) and for personal use. A citation and link to Generated Photos are required. On the same website, you can generate nonexistent persons – and apply parameters such as age, mood, skin and hair color.
Category: Miscellaneous
Using Artificial Intelligence To Make Art: Wombo and Deep Dream Generator
Check out this article at https://www.slaphappylarry.com/using-artificial-intelligence-to-make-art-wombo-and-deep-dream-generator/amp/?fbclid=IwAR1HHQAbKIbauT5wUK_wbd9hwCbwUHmLjJDlF3NWvfP634MwI0vuNe0OHN4. Thanks Stuart Harrison for the find!
Keywords for Text-Generated AI
Thanks to Stuart Harrison for this AI source: “~200 CLIP+VQGAN keywords on 4 subjects, by @kingdomakrillic” https://imgur.com/a/SALxbQm?fbclid=IwAR1wXINNuIy3fM7r2she8ogsjFjt2Qw2ZJvjvR-XVDtmZioeZ7Z4FMkSVxQ.
Water Drops Style Challenge 2021
Use these images as styles (or sources, if you prefer) for your dreams! Feel free to edit/manipulate the images how you see fit, they are all Free-to-Use images. Share your results in the comment of the Facebook post and feel free to Tag your Dreams on the site with #DeepDreamers, #DDGchallenge, and/or #DeepDreamersFacebookGroup. Enjoy! Collages/Remixes by Daniel W. Prust:
Deep Dream Favorites
#DDGChallenge Some source images images keep popping up in the dream feed. Why not try your hand at dreaming one of these popular images? You probably already have. Feel free to show us a dream of a popular image not on this list, too. Post your best results below!
Holidays 2020 – Style DDG Challenge
Happy Holidays everyone! Here are some style #DDGchallenge images. Dream away and have an awesome 2021!
Source Challenge: Color My Zebra
#DDGChallenge Here’s a new challenge for you. Deep style one of these b&w CC0 zebra images in color. Alternatively, try Thin Style or Deep Dream to add color. Have fun dreaming and post your best dreams!
Halloween 2020 #DDGchallenge
This year we have both Source and Style Challenges for you! Use any of theses images in your dreams and share them in the comments of the Facebook group’s Halloween post. Enjoy! Source Images: Style Challenge:
Incendia Flower Challenge
#DDGChallenge This time we have used Incendia & Gimp Layers to create the flower styles for our challenge! Adapt the styles any way you like and use for dreaming. Anyone in the Deep Dreamers FB group is welcome to use the images built especially for this challenge.
DeepDreamGenerator Tips – Adding in Some Black n White (Without It Looking Messy)
Andrea Melissa Blacker wrote this short but sweet tutorial for Deep Dreamers: Hi everyone. I sure do love the black n white mixed in the final image but don’t always get the right parts n pieces to turn out black n white by using a total black and white source image. Example: I’m going to be using this image as my source image: image […]
AIArtists: Tools to Generate AI Art
AI Artists calls itself “the world’s first clearinghouse for AI’s impact on art and culture.” The site offers a truly comprehensive collection of AI-related material, including AI ethics discussions, a listing of AI artists, and a valuable compilation of tools to generate AI Art. The AI tool links are sure to become your go-to place to expand your horizon beyond – or within – DDG. This site covers not only the world of pictorial art, […]
Distill
Have you been wondering how all those layers of neural networks really interact? The machine learning research site Distill is dedicated to clear and simple explanations of such complex issues. One article in particular is interesting for Deep Dreamers who wish to better understand what’s happening when they use DDG. The authors of “Feature Visualization: How Neural Networks Build up Their Understanding of Images” will walk you through the scientific nuts and bolts. Even if […]
Incendia Style Challenge
#DDGChallenge It’s time for our latest style challenge Adapt the styles any way you like and use for dreaming. Anyone in the Deep Dreamers FB group is welcome to use the images built especially for this challenge. These circle-based styles were built in Incendia using Kaleider to create the patterns within
Holiday Style #DDGchallenge – 2019
Use these styles for your Holiday dreaming and share the results with the group!
Inspiration Needed?
Are you looking to create your own hand-drawn source or style images but can’t think of any worthwhile motifs? My Modern Met has some inspiration for you to make simple doodles. Here’s Just the tip of the iceberg: different types of cacti; a repeating pattern of your favorit animal, fruit, or flower; doughnuts and coffee. Drawing ideas from My Modern Met include kichen utensils; your most interesting pair of shoes; a closeup of your eye. […]
Celebrating 500 Members in Deep Dreamers! (Mini Style Challenge)
Just for fun, I made these styles that you can use for your dreams. And who knows, maybe the publicity will help us get another 500 members! Thanks for using your creativity to help us grow the DDG community????
Scientific Material
The links below take you to selected deep-dreaming-related scientific material: Books, Papers, Articles Where We See Shapes, AI Sees Textures (2019) by Jordana Cepelewicz in Quantamagazine Controlling Perceptual Factors in Neural Style Transfer (2017) by Leon A. Gatys et al. Preserving Color in Neural Artistic Style Transfer (2016) by Leon A. Gatys et al. A Neural Algorithm of Artistic Style (2015) by Leon A. Gatys et al. Music Transformer (2018) by Cheng-Thi Anna Huang […]
The Flickr Saga: What Happened to the Groups’ Shared Styles Collection?

We had a gigantic collection of styles, and some source images, all stored on a single online repository, for the use of the Deep Dreamers’ group. Here we tell the whole story:
How it got started, why it no longer exists, and some thoughts and ideas for creating a new online collection, while avoiding the pitfalls of the Flickr collection.
Cartoon Flower Style
It’s time for a cartoon flower source/style challenge! Anyone in the Deep Dreamers FB group is welcome to use the images created especially for this challenge. Adapt the images any way you like and use for dreaming. The images are photos run through the Befunky.com cartoon art effect, have a go its fun
Deep Dream Subreddit
Some deep dreamers post on Reddit. The dedicated subreddit features chronological posts of AI art interspersed with questions and information.
Rings and Things Challenge
Rings and Things Style Challenge Use the images as a style for your dream . Anyone in the Deep Dreamers FB group is welcome to use these images, they were created especially for this challenge.
Generative Art: Visual Artists
What is generative art? What is “generative art”? In a fairly recent definition by Jason Bailey from Artnome magazine, “generative art is art programmed using a computer that intentionally introduces randomness as part of its creation process.” So, why is generative art relevant for deep dreamers? AI art based on generative adversarial networks, GANs, is a subcategory of generative art. An aside: The Deep Dream Generator does not use GANs, it is based on convolutional […]
GitHub
What does the open source software platform GitHub have to do with deep dreaming? Well, actually, GitHub is a version control system to track changes in software development projects. Many top AI programmers like to use this Linux-based online source code repository for their neural network projects and related information. Now, how is GitHub relevant for artists? First, it provides a Machine Learning for Artists platform. In turn, this platform contains an in-progress book with […]
Artnome
The digital magazine Artnome is a great resource for interviews with digital artists. Additionally, it presents well-researched information about deep learning. What’s best is that you don’t have to be a rocket scientist to follow these articles. Dive in – here are some links: DeepDream Creator Unveils Very First Images After Three Years This article focuses on Alexander Mordvintsev, the inventor of DeepDream. AI Art Just Got Awesome This article is a great read about […]
Deep Dreamers in 2018: A Retrospective

What an amazing year it was for deep dreaming: Deep Dreamers was born in 2018! Before that, dreamers on the DDG voicelessly inspired each other with their dreams. When all of a sudden a dream popped up asking dreamers to join the Deep Dreamers Facebook group, I thought: genius idea! This is just what I’ve been waiting for. Now I can communicate with other dreamers without using a dream with a one-way text message. Ever […]
Deep Dream on YouTube

YouTube and Dreaming Music The strongest connection between YouTube and Deep Dreamers is a music channel, DDG Music. All dreamers in the Facebook group are welcome to add tracks under Wendy Bandurski’s FB #music post. Also, some group members use YouTube to display their dreams as videos set to music. See, for example, Ema Vietnam’s series of “dreams for beholders” on her channel. YouTube and Dreaming Videos The first dreaming videos that come to my […]
Pictorem
Pictorem is a Montreal-based company that specializes in making high-quality wall art out of photographers’ and other artists’ images. The company will ship prints worldwide. Artwork by nearly 3,500 artists is displayed for sale on the website. So, what makes this wall art printing service more interesting than that of competitors? Well, for one thing, the featured artists include some of our deep dreamers who are offering their artwork for sale. To sell your art […]
What to Do With Your Deep Dream Art
You’ve probably wondered how to use your dreams outside of DDG. Some dreamers have been very inventive in making their art into various types of gifts or are even selling it. Here are some ideas for you: Redreaming (see Daniel Zamir’s Redreaming Guide) Creating daily dreams for your diary Making a dream storybook Creating wall art Having dreams printed on T-shirts and other textiles, such as pilows or throws Mugs Holiday ornaments Gift cards, calendars, […]
Mark Wacholtz’s YouTube Challenge Compliations
Mark Wacholtz patiently compiles dreams from selected DDG challenges and sets them to fitting music. It’s fun to watch the dreams go by in succession!
Fotor and Fotor GoART

Fotor is an online image editor, collage maker and design creator. The basic functions are free. What’s interesting for Deep Dreamers: The GoArt part of the site allows for easy AI style transfer. Simply upload a photo and apply one of over 30 predefined styles. Next, adjust the intensity of style transfer to the resulting image with a simple slider. Finally, download the image if you like. Unfortunately, the free version puts a big watermark […]
Music to Deep Dream by
This YouTube playlist is compiled from suggestions by members of the Deep Dreamers Facebook group.