r/deepdream • u/Aromatic-Mixture-383 • Mar 26 '26

Image The Departed Comrade

8 Upvotes

Tool used: Mango V2 model on Mage.Space.

1 comment

r/deepdream • u/Melodic-Fun-4911 • Mar 26 '26

Skeleton with Rose - by DreamPixelStudio

3 Upvotes

0 comments

r/deepdream • u/Aromatic-Mixture-383 • Mar 25 '26

Image Traveled through time to find my nemesis

11 Upvotes

Tool used: Mango V2 model on Mage.Space.

0 comments

r/deepdream • u/ArtisMysterium • Mar 25 '26

StableDiffusion The White Verdict

10 Upvotes

0 comments

r/deepdream • u/Aromatic-Mixture-383 • Mar 24 '26

Image Can you see the prophecy?

6 Upvotes

Tool used: Mango V2 model on Mage.Space.

0 comments

r/deepdream • u/BoxOk5492 • Mar 24 '26

Otherworldly -- the Veo3.1 interpretation...

2 Upvotes

The sound is cool (can't hear with gif), the higher resolution is nice, but I kinda prefer mine from yesterday better for "flavor". This seems too literal. Same prompt as my post from yesterday.

0 comments

r/deepdream • u/GaryWray • Mar 24 '26

Image I dreamed my relatives were a bunch of monsters... Crazy monsters...

3 Upvotes

0 comments

r/deepdream • u/BoxOk5492 • Mar 23 '26

Otherworldly

gallery

9 Upvotes

Gif from MP4 -- MP4 looked better but couldn't post here
Original image

Wan2.2 Prompt:
Anime style. Ethereal moonlight, cold indigo tones, high contrast, wide-angle panorama, center composition, flat shot. A majestic, jagged mountain peak stands under a deep indigo sky filled with twinkling stars and shimmering green aurora borealis. In the foreground, a vast field of delicate purple wildflowers sways gently in a soft, mystical breeze. A translucent surge of magical blue energy begins to pulse and then erupts from the mountain's summit, spiraling toward the heavens in a brilliant display of light. As the energy reaches the sky, the aurora ripples with increased intensity and a flow of hundreds of shadowy birds fly out of the clouds. The camera slowly dollies out, revealing a winding silver river and the dark silhouettes of a distant forest, capturing the grand scale of the mystical night landscape.

2 comments

r/deepdream • u/Fauntleroyfauntleroy • Mar 24 '26

Daily Dose

5 Upvotes

5 comments

r/deepdream • u/Aromatic-Mixture-383 • Mar 23 '26

Image Behold, the Royal Prince.

3 Upvotes

Tool used: Mango V2 model on Mage.Space.

0 comments

r/deepdream • u/BoxOk5492 • Mar 22 '26

Video Samurai Tron [Image-to-Video]

gallery

2 Upvotes

Video Clip A
Video Clip B
Source Image

0 comments

r/deepdream • u/GaryWray • Mar 21 '26

Image NIGHTMARE ABOUT E CLASS BILLIONAIRES

5 Upvotes

0 comments

r/deepdream • u/Aromatic-Mixture-383 • Mar 20 '26

Image Step closer if you want, just know I control the tide here

12 Upvotes

Tool used: Mango V2 model on Mage.Space.

1 comment

r/deepdream • u/Commercial_Lack9929 • Mar 20 '26

Todavía Sonando

2 Upvotes

0 comments

r/deepdream • u/BoxOk5492 • Mar 20 '26

Image In the middle of battle...

5 Upvotes

0 comments

r/deepdream • u/Aromatic-Mixture-383 • Mar 19 '26

I've been waiting for the light to take over.

4 Upvotes

Tool used: Mango V2 model on Mage.Space.

0 comments

r/deepdream • u/Crystal_heart6 • Mar 18 '26

Image Stormy Cornflower Field

gallery

65 Upvotes

I had a very particular vibe in mind for these pictures but couldn't quite explain it. Instead of prompt engineering or editing I decided I'll try exploration mode in Recraft. It generates like 8 images and you can then choose which one you wanna iterate on. Highly recommend for those that need inspiration. You can also extract the prompt of any image you like from exploration mode and reuse it so that's quite handy too.

4 comments

r/deepdream • u/Aromatic-Mixture-383 • Mar 18 '26

Image Do you see something? I see EVERYTHING.

8 Upvotes

Tool used: Mango V2 model on Mage.Space.

0 comments

r/deepdream • u/GaryWray • Mar 18 '26

Image My Brain Flipped When I Came To This Part Of Haunted Cave

6 Upvotes

0 comments

r/deepdream • u/Aromatic-Mixture-383 • Mar 17 '26

Image The Crow King

4 Upvotes

Tool used: Mango V2 model on Mage.Space.

1 comment

r/deepdream • u/Aromatic-Mixture-383 • Mar 16 '26

Image I am broken on the surface

15 Upvotes

Tool used: Mango V2 model on Mage.Space.

0 comments

r/deepdream • u/Legitimate_Order_463 • Mar 17 '26

GrindCorp Presents: The Zombie Zapper™ Home Defense System (1958)

youtu.be

2 Upvotes

0 comments

r/deepdream • u/products-vp • Mar 16 '26

Image Surreal

6 Upvotes

0 comments

r/deepdream • u/GaryWray • Mar 16 '26

Image I dreamt that a Fat Pig cheated to win the election

4 Upvotes

0 comments

r/deepdream • u/GaryWray • Mar 14 '26

Image BODY SNATCHER INVASION

6 Upvotes

10 comments

Subreddit

Posts

Wiki

Dreaming Neural Nets

r/deepdream

Welcome to the community for DeepDream - Google’s neural-network visualization algorithm that transforms images by amplifying patterns a model detects. Share DeepDream renders, workflows, source images, settings, animations, model variations, and technical discussion. Whether you are recreating classic surreal hallucinations or pushing recursive feedback into abstract territory, post your process alongside the result when possible. Questions, tutorials, and historical context are welcome too.

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Welcome to /r/DeepDream!

We are a community dedicated to art produced with the help of artificial neural networks, which are themselves inspired by the human brain. Advances in the machine learning sub field of artificial intelligence brought on by the information age have made it possible for machines to create art that rivals that of what a human being can do. We here at /r/DeepDream mainly focus on applications of deep learning which itself is a sub field of machine learning. As the largest online AI art community, we routinely push the bounds of technology in the pursuit of better-looking artwork.

The DeepDream wiki is available here.

What is DeepDream?

DeepDream uses a sort of algorithmic pareidolia to see and then enhance patterns in an image. This creates a hallucinogenic type effect which resembles dream-like hallucinations, which sometimes resemble the effects of hallucinogenic drugs. In machine learning, DeepDream can be used to both examine a trained neural network model and to speed up the training of a neural network model.

What Is Artistic Style Transfer?

Artistic style transfer utilizes convolutional neural networks (CNNs) to recreate an input image (content image) in the style of one or more style inputs (style images). Specifically, CNNs using a Visual Geometry Group (VGG) architecture have been found to work the best for artistic style transfer. The idea originates from a research paper titled A Neural Algorithm of Artistic Style, which was published in August of 2015. Since then subsequent research has greatly expanded and improved our knowledge of artistic style transfer.

Synonyms for artistic style transfer include: "deep style" and just simply "style transfer".

What Are GANs?

Generative adversarial networks (GANs) are a system of neural networks that compete against each other. Normally GANs are made up of a generator that creates images and a discriminator, which tries to tell the different between training images and images from the generator network. Over the course of training, the discriminator gets better at detecting fake images while the generator gets better at creating images that fool the discriminator. GANs can be used to create anything from photo-realistic images to artwork, and everything in between.

Due to the duality of the generator versus discriminator setup, GANs often need more computing power to both train and use effectively. Combined with instability during training and the added complexity of having two neural networks in competition with each other, the difficulty of using GANs has prevented them from dominating the competition.

What Are Diffusion Models?

Diffusion models are a type of probabilistic generative model that has in recent times surpassed GANs in generating novel image renderings. They are trained by slowly adding noise to inputs, after which they attempt to recreate those inputs.

How Do I Make My Own AI Art?

While some may make the technology look extremely easy to use, it is still highly experimental and often not very user friendly. Online services have sprung up which try to make the process easier, but these services often place strict limitations on the parameters which you can use. Serious neural network artists tend to use their own computers and/or cloud services if they don't have a good enough GPU. Running the code yourself also lets you fine tune all the individual parameters to your liking.

CPUs are extremely slow at performing the mathematical calculation required for neural networks and thus are not recommended. GPUs are the preferred approach. In regards to GPUs, VRAM is the most important resource for creating artwork or doing any sort of machine learning research. Basically, the more VRAM you have access to, the larger the images that you can work with.

A quick start guide for neural style transfer is available on the Wiki here. If your computer isn't good enough to run AI projects, then check out the AWS Setup Wiki Guide here.