disco diffusion cheat sheet

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, . It's magic. And multiple strings? Share Snippets & Bits - AI, software, science and technology. Links to additional material located in Resources section at the end of the post. Settings title), Leave untouched, defaults are fine. Press question mark to learn the rest of the keyboard shortcuts. Steampunk factory. - Do you have Google Drive with significant storage space available ? Subscribe for free to receive new posts and support my work. Yes, also interested if there's a "dummies" cheat sheet. 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. 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. Disco Diffusion Google Colab MIT Google Drive Disco Diffusion v5.2 Somnai@Somnai_dreams Adam Letts@gandamu_ml Chris Allen@zippy731 . Coins 0 coins Premium Powerups Talk Explore. 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. If so, you may want to check both boxes in. Well, the conceptual breakthrough lies in. To reduce blur, do "dof:-1" kinkade for color. 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. For example, did you find using simple word strings all within one quote to work better than each word in quotes? "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. #7 - Prompts - the moment is finally here, this is where you define your text prompt to guide the AI to render a particular image. You can create machine learning generated images and videos with it. Here are several more sample images I was able to produce while experimenting. initially. Press the play button to the left of the Do the Run! Click the link we sent to , or click here to sign in. Your email address will not be published. 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 !! 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. 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. Create an account to follow your favorite communities and start taking part in conversations. For your security, we need to re-authenticate you. https://github.com/alembics/disco-diffusion/blob/main/Disco_Diffusion.ipynb 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. Depending on your Google Colab Tier (free, Pro or Pro+), the following settings will impact your rendering abilities and times. It is also very customizable. See Resources & Links section at the end of the post for tips & tricks on constructing great text prompts. Thanks for reading Snippets & Bits - AI, software, science and technology! Try various "color-heavy" artists. Together, they make Disco Diffusion one of the most powerful and magical art & image generation tools available today ! Reply . 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. 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. 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. Press J to jump to the feed. Link to the Disco Diffusion notebook: https://colab.research.google.com/drive/1sHfRn5Y0YKYKi1k-ifUSBFRNJ8_1sa39Link to the Disco Diffusion subreddit: https:/. Zippy's Disco Diffusion Cheatsheet v0.1. Well folks, Im out of time - hope you enjoyed the post. 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 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, . You do not have to use the last string. @DiscoDiffusion. Image size - If youre just starting off, I would recommend you change the width_height: setting to [256,256] or [512,512] . As you can see in the image below, the result is incredible. Thank you for posting this :). - If youre just starting off, I would recommend you change the, - Leave the remaining default values. - Get ready for some AI magic !! If you are interested in checking out Disco Diffusion, then check out our earlier post on getting . 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 want to run Disco Diffusion locally, the guide is here. title directly under the 4. Here are some useful links and resources to learn more about AI Diffusion models and Disco Diffusion. A community for AI generated artwork made using the AMAZING Disco Diffusion program! AI - Yannic Kilcher YouTube Video on Diffusion Models Beat GANs on Image Synthesis paper. The original Disco Diffusion colab and github repo can be found here and here. Great prompt writing tips in the subreddit r/deepdream channel. Press play button and move on. Reddit and its partners use cookies and similar technologies to provide you with a better experience. It is also very customizable. A resource you may wish to consider adding is this Disco . #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. r/DiscoDiffusion. Google will eventually throttle your GPU usage if you are using it too much. 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. You can use the slider below to see the before and after. 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 ! Prompt structure - Best Practices/ Findings. 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. Press question mark to learn the rest of the keyboard shortcuts. (thousands). Log In Sign Up. Press the play button near the Basic Settings text (right below the 3. This will launch your Google Colab runtime (if its not running already). It's a software written in Python, and meant to be run in a Google Colab notebook. 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. 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. 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? Disco Diffusion What are Diffusion Models? Finalize Settings - Leave the remaining default values. See, section at the end of the post for tips & tricks on constructing great text prompts. 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). Diffuse title. What about periods? @ u/zippy731: Thank you for creating this :). CLIP uses its image identification skills to iteratively guide the diffusion denoising process toward an image that closely matches a text prompt. Note: the GPU being used for your notebook. I highly recommend you view this tour on your desktop, small mobile devices just dont do it justice. Robot standing guard to a secret lab. If no GPU is found then you will not be able to run this notebook. to remove orbs, do "globe:-1". Note: leaving unchecked works just as well, just remember you will need to save your files locally before you close the browser / colab session. Excerpt from the Disco Diffusion cheat sheet. Animations in Disco Diffusion V4.1 & V5.2. Press question mark to learn the rest of the keyboard shortcuts. Sample Images created using DD. Well, the conceptual breakthrough lies in reversing this process, by de-noising images from random noise into something comprehensible. Settings title). AI Magic - Time to Disco! 2. Improved Denoising Diffusion Probabilistic Models PAPER, Diffusion Models Beat GANs on Image Synthesis PAPER. Created by Somnai, augmented by Gandamu, and building on the work of RiversHaveWings , nshepperd, and many others. Disco Diffusion. iowa_man Artist . Diffusion Disco 5.2 Colab Notebook & Cheatsheet & Discord Server, Text Prompt Tips & Tricks - Spanish version - English Version. Excerpt from the Disco Diffusion cheat sheet. It uses CLIP models, and can use multiple at the same time. 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. And I suggest you watch Quick-Eyed Sky youtube videos about DD, he explain a lot about settings. Disco Diffusion 70+ Artist Studies. Quick walkthrough to start generating images. DISCO DIFFUSION Disco Diffusion is the evolution of VQGAN and works together with CLIP to connect prompts with images. This reverse traversal requires some guidance, and thats where the AI magicians got creative, enter CLIP. Note: the GPU being used for your notebook. You will need to adjust animation settings when youre ready to render animations - but thats a future post. 3. Welcome to the second installment of the AI Magic - Generative Art series on Snippets & Bits. Yes, also interested if there's a "dummies" cheat sheet. The number of choices from diffusion and clip models has exploded. 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. 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. 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? Hey guys, I just started out a few days ago and am hooked watching everything unfold - it's mesmerizing. #5 - Basic Settings - Depending on your Google Colab Tier (free, Pro or Pro+), the following settings will impact your rendering abilities and times. 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. 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. (!) 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. 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). Rob Richards has generated a beautiful Roman villa using Disco Diffusion v5.2. If you havent read through it yet check out this link post so you know what the hell Im talking about. 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. Whale home - artwork from Creature Homes collection. , by de-noising images from random noise into something comprehensible. Diffusion is an iterative process. Tutorial for Disco Diffusion: https://youtu.be/FA2MNG8D5x0Tutorial for ruDALL-E XL: https://youtu.be/o7DalLCuvuUTutorial for a VQGAN+Clip colab: https://yout. And also, free. This is unlike the last article which explains a process using Blender to create these images. Required fields are marked *. Or if you have a VR headset you can view the tour as well for a fully immersive 360 experience. Hey guys, I just started out a few days ago and am hooked watching everything unfold - its mesmerizing. By rejecting non-essential cookies, Reddit may still use certain cookies to ensure the proper functionality of our platform. This is an advanced tutorial to set up Disco Diffusion to have faster render times and to give more detail on your final outputs. Wow! Your email address will not be published. It makes relatively realistic images, and is somewhat customizable. The basic concept in a nutshell the researchers developed a method where a training image, for example an image of a dog, can be. Sorry, no blah blah here. #2 - Prepare Folders & Google Drive - Do you have Google Drive with significant storage space available ? Fly Geyers Disco Diffusion 360 Panorama. #1 - Launch Notebook & Check GPU - Launch the Disco Diffusion Google Colab Notebook by pressing the play button under section 1.1 Check CPU Status. Journey through Stable Diffusion Infinity. Be descriptive, theres definitely an art to building your text prompts to get better results. What type of prompt should be put in the last separate string? This is unlike the last article which explains a process using Blender to create these images. Disco Diffusion is a somewhat slow AI. I've been away for a few weeks and just opened DD v5.6. 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? All those choices in Disco Diffusion v5.6 . 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. This tutorial was recorded . - defines the number of images that get produced for one batch, I would recommend either. 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. #6 - Animation & Extra Settings - Leave untouched, defaults are fine. 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. A quick tutorial & a few tips. CLIP is a tool for labeling images. Click here to see the full tour in another tab (best experience). The number of choices from diffusion and clip models has exploded. I've been away for a few weeks and just opened DD v5.6. 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). 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. You will need to adjust animation settings when youre ready to render animations - but thats a future post. A community for AI generated artwork made using the AMAZING Disco Diffusion program! Another helpful AI artist created this cheat sheet for using this AI. Change one parameter at a time.I. Press play button for Animation Settings and Extra settings in sequence. If you want to use the turbo version, which speeds up animation significantly, the colab notebook is here. Think about it as a picture you are watching and describe it with words. This reverse traversal requires some guidance, and thats where the AI magicians got creative, enter CLIP. describing the Diffusion model architecture and approach. Its a complete tour of the property and all the cool amazing things happening there. Press the play button near the Basic Settings text (right below the 3. NOTE: Numbers (#) refer to orange numbers and arrows in the diagrams below. 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. It makes relatively realistic images, and is somewhat customizable. Disco Diffusion is a somewhat slow AI. Save my name, email, and website in this browser for the next time I comment. to utilize it for image storage and AI model storage. Search within r/DiscoDiffusion. Diffusion models are inspired by non-equilibrium thermodynamics. This will launch your Google Colab runtime (if its not running already). You can check out some of the images in the gallery page. 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 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. You just have to try it. Steps - defines the number of images that get produced for one batch, I would recommend either 100 or 200 steps initially. Run the following sections, with their default values, in sequence, Keep the defaults and press the play button. If you want to run Disco Diffusion locally, the guide is here. 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. 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. It uses CLIP models, and can use multiple at the same time. Press play button and move on. Quick walkthrough to start generating images. 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). A community for AI generated artwork made using the AMAZING Disco Diffusion program! Visit the Fly Ranch Tour here. Google Colab is a free cloud service hosted by Google to encourage Machine Learning and Artificial Intelligence . Disco Diffusion requires 12GB VRAM or more, but 16GB is highly recommended. 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. Has anybody written up some guidance on what these do and how to combine them? Oct 21. Disco Diffusion requires 12GB VRAM or more, but 16GB is highly recommended. If no GPU is found then you will not be able to run this notebook. 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. Tag 3 of your favorite NFT artists using #DiscoDiffusion or #Midjourney. Below is an example of a video created using Disco Diffusion (v5). 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. Be descriptive, theres definitely an art to building your text prompts to get better results. . Wow! 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. Disco Diffusion is a free tool that you can use to create AI generated art. User account menu. #1 - Launch Notebook & Check GPU - Launch the Disco Diffusion Google Colab Notebook by pressing the play button under section 1.1 Check CPU Status. Daniel Russell has modified it for faster generations and more robust augmentations. If you want to do animations longer than 15 seconds, you'll likely want to run the code locally on your machine. 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.

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