Google will eventually throttle your GPU usage if you are using it too much. Hey guys, I just started out a few days ago and am hooked watching everything unfold - it's mesmerizing. Great prompt writing tips in the subreddit r/deepdream channel. What if I told you an AI model generated this when I prompted it with the following text, Computer code runs away from debugger chasing after it, This site requires JavaScript to run correctly. You can create machine learning generated images and videos with it. to utilize it for image storage and AI model storage. - If youre just starting off, I would recommend you change the, - Leave the remaining default values. Created by Somnai, augmented by Gandamu, and building on the work of RiversHaveWings , nshepperd, and many others. Search within r/DiscoDiffusion. Coins 0 coins Premium Powerups Talk Explore. Press question mark to learn the rest of the keyboard shortcuts. It makes relatively realistic images, and is somewhat customizable. Here are several more sample images I was able to produce while experimenting. AI - Yannic Kilcher YouTube Video on GLIDE Diffusion Model based Image Enhancer, AI - Google AI Blog - High Fidelity Image Generation Using Diffusion Models Super-Resolution via Repeated Refinements (SR3) and Cascaded Diffusion Models (CDM), 0 subscriptions will be displayed on your profile (edit). Settings title), Leave untouched, defaults are fine. #3 - Dependencies & Functions - Run the following sections, with their default values, in sequence 1.3, 1.4, 1.5, 1.6 (press their play buttons), #4 - Diffusion & Clip Settings - Keep the defaults and press the play button. This is unlike the last article which explains a process using Blender to create these images. Disco Diffusion. If no GPU is found then you will not be able to run this notebook. - Do you have Google Drive with significant storage space available ? Daniel Russell has modified it for faster generations and more robust augmentations. To reduce blur, do "dof:-1" kinkade for color. Yes, also interested if there's a "dummies" cheat sheet. Great prompt writing tips in the subreddit, CLIP Prompt Engineering for Generative Art, Introduction to Diffusion Models for Machine Learning, High Fidelity Image Generation Using Diffusion Models, Super-Resolution via Repeated Refinements. The number of choices from diffusion and clip models has exploded. Just Because Everyone Else Does Portals Doesn't Mean I "What we call reality is in fact nothing more than a Warmhead - Halloween theme @twistedvisions.ai, Press J to jump to the feed. If you like this content please check out the full Fly Ranch tour that I finished up earlier this year for the Burning Man organization. A community for AI generated artwork made using the AMAZING Disco Diffusion program! Robot standing guard to a secret lab. It makes relatively realistic images, and is somewhat customizable. Disco Diffusion 70+ Artist Studies. It uses CLIP models, and can use multiple at the same time. #6 - Animation & Extra Settings - Leave untouched, defaults are fine. Rob Richards has generated a beautiful Roman villa using Disco Diffusion v5.2. I highly recommend you view this tour on your desktop, small mobile devices just dont do it justice. Steampunk factory. Link to the Disco Diffusion notebook: https://colab.research.google.com/drive/1sHfRn5Y0YKYKi1k-ifUSBFRNJ8_1sa39Link to the Disco Diffusion subreddit: https:/. to remove orbs, do "globe:-1". Disco Diffusion requires 12GB VRAM or more, but 16GB is highly recommended. If you want to run Disco Diffusion locally, the guide is here. However, even after reading the Disco Diffusion Cheat Sheet and trying different prompts I am wondering if there is a best practice in directing the outcome? For your security, we need to re-authenticate you. Required fields are marked *. . r/DiscoDiffusion. Sample Images created using DD. Note: the GPU being used for your notebook. The original Disco Diffusion colab and github repo can be found here and here. @ u/zippy731: Thank you for creating this :). And also, free. After enough iterations, you now have a traceable history (think animation frames in a video/animation) of a training image, the dog, going from complete coherence to complete noise. You will need to adjust animation settings when youre ready to render animations - but thats a future post. , by de-noising images from random noise into something comprehensible. The researchers train AI models to de-noise images and the model effectively learns methods to walk backwards and traverse those animation frames paths from a noisy image space back to a coherent, comprehensible image space. Share Snippets & Bits - AI, software, science and technology. Thanks for reading Snippets & Bits - AI, software, science and technology! Improved Denoising Diffusion Probabilistic Models PAPER, Diffusion Models Beat GANs on Image Synthesis PAPER. Create an account to follow your favorite communities and start taking part in conversations. Prompt structure - Best Practices/ Findings. Welcome to the second installment of the AI Magic - Generative Art series on Snippets & Bits. Disco Diffusion is the name of the Google Colab Notebook that marries an AI Diffusion model to the popular CLIP AI model (we introduced CLIP in the previous AI magic post), where a simple text prompt can help guide the AI diffusion model down relevant paths towards a comprehensible and tailored image, providing a bridge between NLP (CLIP) and a denoising diffusion model. By rejecting non-essential cookies, Reddit may still use certain cookies to ensure the proper functionality of our platform. Be descriptive, theres definitely an art to building your text prompts to get better results. It is also very customizable. All those choices in Disco Diffusion v5.6 . #5 - Basic Settings - Depending on your Google Colab Tier (free, Pro or Pro+), the following settings will impact your rendering abilities and times. Whale home - artwork from Creature Homes collection. The basic concept in a nutshell the researchers developed a method where a training image, for example an image of a dog, can be. Together, they make Disco Diffusion one of the most powerful and magical art & image generation tools available today ! If youre a newcomer, I strongly encourage reading the first installment - which provides an AI primer for interested non-technical readers including artists, hobbyists and beginner-level AI practitioners and a step-by-step walkthrough to generate your own images utilizing the VQGAN+CLIP models in a few easy steps. Disco Diffusion (DD) is a Google Colab Notebook which leverages an AI Image generating technique called CLIP-Guided Diffusion to allow you to create compelling and beautiful images from just text inputs. Zippy's Disco Diffusion Cheatsheet v0.1. If you want to use the turbo version, which speeds up animation significantly, the colab notebook is here. 3. Diffuse title. Another helpful AI artist created this cheat sheet for using this AI. However, even after reading the Disco Diffusion Cheat Sheet and trying different prompts I am wondering if there is a best practice in directing the outcome? Press play button for Animation Settings and Extra settings in sequence. This is going to be a quick post but I wanted to do a test with some existing 360 drone images taken at Fly Ranch and convert them with Disco Diffusion to see what the end result looked like. Your email address will not be published. #1 - Launch Notebook & Check GPU - Launch the Disco Diffusion Google Colab Notebook by pressing the play button under section 1.1 Check CPU Status. Depending on your Google Colab Tier (free, Pro or Pro+), the following settings will impact your rendering abilities and times. Change one parameter at a time.I. You do not have to use the last string. Press the play button to the left of the, Kids living in a Minecraft world full of Creepers, zombies, farm animals and blue diamond swords | render in Unreal Engine, : An old elvish magician with mystical green robes teaches a classroom full of rowdy orc children students in a wood cabin schoolhouse early morning eerie fog, Greg Rutkowski James Gurney, Nicolas Pierquin artstation, : Woman in futuristic spacesuit staring illuminating discovery in a crystal ball | metallic yellow blue color style - Disco Diffusion v4.1, . A quick tutorial & a few tips. Google Colab is a free cloud service hosted by Google to encourage Machine Learning and Artificial Intelligence . If you want to do animations longer than 15 seconds, you'll likely want to run the code locally on your machine. Settings title). Well, the conceptual breakthrough lies in. Excerpt from the Disco Diffusion cheat sheet. It's a software written in Python, and meant to be run in a Google Colab notebook. Sorry, no blah blah here. Diffusion models are inspired by non-equilibrium thermodynamics. Please, : Musiciansandartistswearingsequins, velvet clothes, tight jumpsuits, furs, fluidsatin dresses dancing Disco at Studio 54 in late 70s New York City, discoballs, bar tables with champagne glasses | render in vintage photo 70s style, Welcome to the second installment of the AI Magic - Generative Art series on, . https://github.com/alembics/disco-diffusion/blob/main/Disco_Diffusion.ipynb Once you get the hang of it, then feel free to increase this value to 250 or 500 (even 1000, if you have the horsepower). Press question mark to learn the rest of the keyboard shortcuts. #1 - Launch Notebook & Check GPU - Launch the Disco Diffusion Google Colab Notebook by pressing the play button under section 1.1 Check CPU Status. As you can see in the image below, the result is incredible. You will need to adjust animation settings when youre ready to render animations - but thats a future post. I've been away for a few weeks and just opened DD v5.6. Fly Geyers Disco Diffusion 360 Panorama. This will launch your Google Colab runtime (if its not running already). The last step is to build a small virtual tour of each image and this time I enabled a split screen mode that you can click on to see a side by side comparison of the original and disco modified one. 5 quick tips to get DETAILED pictures in Disco Diffusion V4.1 & 5.2.https://www.patreon.com/Quick_Eyed_SkyPlaylist of AI tutorials: https://youtube.com/playl. Press play button and move on. CLIP is a tool for labeling images. Just Because Everyone Else Does Portals Doesn't Mean I "What we call reality is in fact nothing more than a Warmhead - Halloween theme @twistedvisions.ai, Press J to jump to the feed. Image size - If youre just starting off, I would recommend you change the width_height: setting to [256,256] or [512,512] . Animations in Disco Diffusion V4.1 & V5.2. Disco Diffusion requires 12GB VRAM or more, but 16GB is highly recommended. I've been away for a few weeks and just opened DD v5.6. What about periods? DISCO DIFFUSION Disco Diffusion is the evolution of VQGAN and works together with CLIP to connect prompts with images. By accepting all cookies, you agree to our use of cookies to deliver and maintain our services and site, improve the quality of Reddit, personalize Reddit content and advertising, and measure the effectiveness of advertising. Save my name, email, and website in this browser for the next time I comment. This blog post is a collection of artist studies done using Disco Diffusion put together (sourced from Twitter) in one place to help you understand what kind of result you would get using a specific artists name. Journey through Stable Diffusion Infinity. Press question mark to learn the rest of the keyboard shortcuts. This is an advanced tutorial to set up Disco Diffusion to have faster render times and to give more detail on your final outputs. Disco Diffusion is a somewhat slow AI. Thank you for posting this :). Yes, also interested if there's a "dummies" cheat sheet. Think about it as a picture you are watching and describe it with words. Once you update your text prompt, keep everything else with the default values and Press the play button to the left of the the, - Get ready for some AI magic !! Disco Diffusion What are Diffusion Models? Press the play button near the Basic Settings text (right below the 3. Press play button for, - the moment is finally here, this is where you define your text prompt to guide the AI to render a particular image. AI Magic - Time to Disco! The idea is to align and stitch the 32 images taken from my Mavic 3 to create a 360 panorama like I usually do for any drone shots I take using PTGui. Try various "color-heavy" artists. Once you update your text prompt, keep everything else with the default values and Press the play button to the left of the the text_prompts: #8 - Diffuse ! Note: the GPU being used for your notebook. Diffusion-based Generative Art Models, AI Magic - Amazing World(s) of Generative Art, PROMPT: Computer code runs away from debugger chasing after it (VQGAN+CLIP), 1024x512, ~800 iterations What is this creative chaos you ask? If you are interested in checking out Disco Diffusion, then check out our earlier post on getting . Well folks, Im out of time - hope you enjoyed the post. If no GPU is found then you will not be able to run this notebook. You just have to try it. Wow! - defines the number of images that get produced for one batch, I would recommend either. cut ic pow to 10 split the cut schedule into 200s and do like 10/8/6/2/0 for overview and the opposite for the innercut, and just play with the numbers a bunch prompts: always add beeple for blur, orbs and color. User account menu. And I suggest you watch Quick-Eyed Sky youtube videos about DD, he explain a lot about settings. #7 - Prompts - the moment is finally here, this is where you define your text prompt to guide the AI to render a particular image. See, section at the end of the post for tips & tricks on constructing great text prompts. The researchers train AI models to de-noise images and the model effectively learns methods to walk backwards and traverse those animation frames paths from a noisy image space back to a coherent, comprehensible image space. Wow! You can use the slider below to see the before and after. AI - Yannic Kilcher YouTube Video on Diffusion Models Beat GANs on Image Synthesis paper. Its a complete tour of the property and all the cool amazing things happening there. Or if you have a VR headset you can view the tour as well for a fully immersive 360 experience. title directly under the 4. Press play button and move on. Quick walkthrough to start generating images. Finalize Settings - Leave the remaining default values. Disco Diffusion Google Colab MIT Google Drive Disco Diffusion v5.2 Somnai@Somnai_dreams Adam Letts@gandamu_ml Chris Allen@zippy731 . They define a Markov chain of diffusion steps to slowly add random noise to data and then learn to reverse the diffusion process to construct desired data samples from the noise. It is also very customizable. @DiscoDiffusion. Quick walkthrough to start generating images. In summary, CLIP is the final piece to the solution, providing the guiding hand that helps keep the denoiser on task when building an image that aligns to the text prompt provided. See Resources & Links section at the end of the post for tips & tricks on constructing great text prompts. "An AI Diffusion model fights an AI GAN Model for generative art supremacy inside of a computer in the cloud | render in Unreal Engine | Greg Rutkowski James Gurney Artstation" - Disco Diffusion v5.2. Diffusion Disco 5.2 Colab Notebook & Cheatsheet & Discord Server, Text Prompt Tips & Tricks - Spanish version - English Version. A community for AI generated artwork made using the AMAZING Disco Diffusion program! Corrected name collision in sampling_mode (now diffusion_sampling_mode for plms/ddim, and sampling_mode for 3D transform sampling) Added video_init_seed_continuity option to make init video animations more continuous; Removed pytorch3d from needing to be compiled with a lite version specifically made for Disco Diffusion; Remove Super Resolution Press the play button to the left of the Do the Run! describing the Diffusion model architecture and approach. If so, you may want to check both boxes in section 1.2 Prepare Folders to utilize it for image storage and AI model storage. Steps - defines the number of images that get produced for one batch, I would recommend either 100 or 200 steps initially. Press the play button near the Basic Settings text (right below the 3. A couple of foundational papers were released early/mid 2021 by OpenAI researchers Prafulla Dhariwal and Alex Nichol describing the Diffusion model architecture and approach. Click the link we sent to , or click here to sign in. (thousands). Reddit and its partners use cookies and similar technologies to provide you with a better experience. Visit the Fly Ranch Tour here. iowa_man Artist . Once you get the hang of it, then feel free to increase this value to 250 or 500 (even 1000, if you have the horsepower). Here are some useful links and resources to learn more about AI Diffusion models and Disco Diffusion. Simple run the code blocks one by one and set the parameters to your desired values, following the above cheat sheet when you need further explanation. A community for AI generated artwork made using the AMAZING Disco Diffusion program! Excerpt from the Disco Diffusion cheat sheet. https://www.patreon.com/Quick_Eyed_Sky if you want to support and get prompts (and tips).Playlist of AI tutorials: https://youtube.com/playlist?list=PLc9_vne. This reverse traversal requires some guidance, and thats where the AI magicians got creative, enter CLIP. A resource you may wish to consider adding is this Disco . Below are a sample set of images created using Disco Diffusion with some post-processing like contract, clarity and tone curve using Polarr Pro Editor (free editor) Church of Bad Vibes. If you want to run Disco Diffusion locally, the guide is here. For example, did you find using simple word strings all within one quote to work better than each word in quotes? The number of choices from diffusion and clip models has exploded. If you havent read through it yet check out this link post so you know what the hell Im talking about. This is unlike the last article which explains a process using Blender to create these images. I skimmed the document, and have a few suggestions for changes: I believe that superres sharpening is being provided by the diffusion model from this paper, not ESRGAN. The basic concept in a nutshell the researchers developed a method where a training image, for example an image of a dog, can be slowly fed noise incrementally over many steps (thousands). If youre a newcomer, I strongly encourage reading the, - which provides an AI primer for interested non-technical readers including artists, hobbyists and beginner-level AI practitioners and a step-by-step walkthrough to generate your own images utilizing the, Snippets & Bits - AI, software, science and technology, : Damp dark Underground subway station with walls covered in graffiti tatscru , train tracks disappear in distance, flickering broken lights and highly illuminated bitcoins radiating on the floor, A couple of foundational papers were released early/mid 2021 by. It's magic. After enough iterations, you now have a traceable history (think animation frames in a video/animation) of a training image, the dog, going from complete coherence to complete noise. Below is an example of a video created using Disco Diffusion (v5). This reverse traversal requires some guidance, and thats where the AI magicians got creative, enter CLIP. Well, the conceptual breakthrough lies in reversing this process, by de-noising images from random noise into something comprehensible. #2 - Prepare Folders & Google Drive - Do you have Google Drive with significant storage space available ? CLIP uses its image identification skills to iteratively guide the diffusion denoising process toward an image that closely matches a text prompt. After dabbling with the VQGAN+CLIP models and exploring the vibrant underground community, I moved on to the latest and greatest image generation tech, AI Diffusion Models. Note: leaving unchecked works just as well, just remember you will need to save your files locally before you close the browser / colab session. Press J to jump to the feed. - Get ready for some AI magic !! Run the following sections, with their default values, in sequence, Keep the defaults and press the play button. Has anybody written up some guidance on what these do and how to combine them? (!) Also look at CLIP Prompt Engineering for Generative Art, Relevant Twitter accounts (stolen from DD cheat sheet) somnai_dreams, gandamu_ml, zqevans, huemin_art, softologycomau , NerdyRodent, nonlethalcode, garlicml, pharmapsychotic, luciddreamnf1, AI - Denoising Diffusion AI Models Research PAPER & PAPER, AI - Introduction to Diffusion Models for Machine Learning. Once I have the proper alignment I then process each image as an init_image in DD with a skip time steps range of 90-110 with my initial iterations set at the default of 250. This tutorial was recorded . If so, you may want to check both boxes in. Disco Diffusion is a somewhat slow AI. This will launch your Google Colab runtime (if its not running already). It uses CLIP models, and can use multiple at the same time. initially. . What type of prompt should be put in the last separate string? Tag 3 of your favorite NFT artists using #DiscoDiffusion or #Midjourney. Click here to see the full tour in another tab (best experience). Your email address will not be published. This takes quite a bit of time on my Titan RTX but the end results are worth it and this is what those 32 images look like in PTGui after processing. Hey guys, I just started out a few days ago and am hooked watching everything unfold - its mesmerizing. Each iteration, or step, CLIP will evaluate the existing image against the prompt, and provide a direction to the diffusion process to properly denoise an image. Links to additional material located in Resources section at the end of the post. And multiple strings? Next Ill save this as a template in PTGui which saves the location of each aligned image so when Im doing processing the images in DD I can just use this template to realign the Disco Diffusion versions. This will launch your Google Colab runtime (if its not running already). Reply . Disco Diffusion is a free tool that you can use to create AI generated art. 2. Log In Sign Up. Be descriptive, theres definitely an art to building your text prompts to get better results. You can check out some of the images in the gallery page. This is going to be a quick post but I wanted to do a test with some existing 360 drone images taken at Fly Ranch and convert them with Disco Diffusion to see what the end result looked like. Oct 21. Tutorial for Disco Diffusion: https://youtu.be/FA2MNG8D5x0Tutorial for ruDALL-E XL: https://youtu.be/o7DalLCuvuUTutorial for a VQGAN+Clip colab: https://yout. Diffusion is an iterative process. 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