Upscaling workflow comfyui

Upscaling workflow comfyui. So I'm happy to announce today: my tutorial and workflow are available. Everyone who is new to comfyUi starts from step one! Thanks for all your comments. Here's how you set up the workflow; Link the image and model in ComfyUI. Save the Non latent Upscaling workflow and drag into ComfyUI. I just learned Comfy, and I found that if I just upscale it even 4x, it won't do something much. A lot of people are just discovering this technology, and want to show off what they created. These will have to be set manually now. I am not saying this is bad, but personally i prefer upscaling in latent. Aug 26, 2024 · The ComfyUI FLUX Latent Upscaler workflow also includes various mathematical operations using the SimpleMath+, SimpleMathFloat+, SimpleMathInt+, and SimpleMathPercent+ nodes to calculate dimensions, ratios, and other parameters for the upscaling process. Relaunch ComfyUI to test installation. com) See also: ComfyUI - Ultimate SD Upscaler Tutorial. 1 Pro Flux. From the ComfyUI_examples, there are two different 2-pass (Hires fix) methods, one is latent scaling, one is non-latent scaling Now there's also a `PatchModelAddDownscale` node. My actual workflow file is a little messed up at the moment, I don't like sharing workflow files that people can't understand; my process is a bit particular to my needs and the whole power of ComfyUI is for you to create something that fits your needs. The workflow uses SAF (Self-Attention-Guidance) and is based on Ultimate SD Upscale. Jan 8, 2024 · In this tutorial we're using a 4x UltraSharp upscaling model known for its ability to significantly improve image quality. Apr 16, 2024 · I saw article about upscaling in ComfyUi and though, i have not really seen much info about latent upscaling. Learn how to use ComfyUI to create stunning images and animations with Stable Diffusion. SDXL works with other Stable Diffusion interfaces such as Automatic1111 but the workflow for it isn’t as straightforward. By combining the visual elements of a reference image with the creative instructions provided in the prompt, the FLUX Img2Img workflow creates stunning results. The same concepts we explored so far are valid for SDXL. You can find the Flux Schnell diffusion model weights here this file should go in your: ComfyUI/models/unet/ folder. Download the workflow here in JSON format. I need to KSampler it again after upscaling. Please keep posted images SFW. Unlike other methods, Tile ControlNet is incredibly VRAM-friendly, making it accessible even for users with limited Nov 25, 2023 · Upscaling ComfyUI workflow. I spent some time fine-tuning it and really like it. 4 Video tutorial on how to use ComfyUI, a powerful and modular Stable Diffusion GUI and backend, is here. I have a custom image resizer that ensures the input image matches the output dimensions. Performance and Speed: In terms of performance, ComfyUI has shown speed than Automatic 1111 in speed evaluations leading to processing times, for different image resolutions. 1 Schnell; Overview: Cutting-edge performance in image generation with top-notch prompt following, visual quality, image detail, and output diversity. When use Ultimate SD upscale? Feb 26, 2024 · Explore the newest features, models, and node updates in ComfyUI and how they can be applied to your digital creations. Eg: one option was basically cutting an image up to squares and upscaling each individual square and then stitching it back together. Only one upscaler model is used in the workflow. To speed up your navigation, a number of bright yellow Bookmark nodes have been placed in strategic locations. In this article, I am going to use the ComfyUI workflow I made. But let me know if you need help replicating some of the concepts in my process. Short version uses a special node from Impact pack. (github. I learned this from Sytan's Workflow, I like the result. I tried to keep the noodles under control and organized so that extending the workflow isn't a pain. Feb 7, 2024 · Why Use ComfyUI for SDXL. You switched accounts on another tab or window. Today we will use ComfyUI to upscale stable diffusion images to any resolution we want, and even add details along the way using an iterative workflow! This Dec 10, 2023 · Introduction to comfyUI. I created this workflow to do just that. I needed a workflow to upscale and interpolate the frames to improve the quality of the video. Please share your tips, tricks, and workflows for using this software to create your AI art. json file in the attachments. It offers convenient functionalities such as text-to-image Created by: OlivioSarikas: What this workflow does 👉 This part of Comfy Academy explores Latent Upscaling. Flux Schnell is a distilled 4 step model. Sep 6, 2024 · Created by: The Local Lab: A simple Image to Image workflow using Flux Dev or Schnell GGUF model nodes with a Lora and upscaling nodes included for increase visual enhancement. AP Workflow is a large ComfyUI workflow and moving across its functions can be time-consuming. I wanted a very simple but efficient & flexible workflow. If you want to specify an exact width and height, use the "No Upscale" version of the node and perform the upscaling separately (e. , ImageUpscaleWithModel -> ImageScale -> UltimateSDUpscaleNoUpscale). 15 KB. NO PROMPT NEEDED - It just works!! How to use this workflow Simply drag and drop the image you want to upscale into the BASIC SETTINGS group box, select your favourite SD 1. Reply reply Welcome to the unofficial ComfyUI subreddit. This is under construction Mar 22, 2024 · As you can see, in the interface we have the following: Upscaler: This can be in the latent space or as an upscaling model; Upscale By: Basically, how much we want to enlarge the image; Hires Jul 9, 2024 · Created by: Michael Hagge: Updated on Jul 9 2024 . This is a workflow that is intended for beginners as well as veterans. Download 10 cool workflows for upscaling, merging, inpainting, animating and more. 0 Updates - Revised the presentation of the Image Generation Workflow and Added a Batch Upscale Workflow Process--Workflow (Download): 1) Text-To-Image Generation Workflow: Use this for your primary image generation. The node itself is the same, but I no longer use the Eye Detection Models. Close ComfyUI and kill the terminal process running it. https://comfyanonymous. . Versions. Workflow Considerations: Automatic 1111 follows a destructive workflow, which means changes are final unless the entire process is restarted. Contribute to kijai/ComfyUI-SUPIR development by creating an account on GitHub. ThinkDiffusion_Upscaling. Depending on the noise and strength it end up treating each square as an individual image. I have gotten more Learn how to use the Ultimate SD Upscaler in ComfyUI, a powerful tool to enhance any image from stable diffusion, midjourney, or photo with scottdetweiler. This is ur workflow copied, but with a second sampler and a NNLatentUpscale (1. Greetings! <3. ThinkDiffusion Merge_2 I'm looking for a workflow for ComfyUI that can take an uploaded image and generate an identical one, but upscaled using Ultimate SD Upscaling. 25x) before it, latent upscales do tend to copy things, like the cat here, but regardless more detail. google. Belittling their efforts will get you banned. And above all, BE NICE. Eye Detailer is now Detailer. In the most simple form, a ComfyUI upscale workflow would just use an Load Upscale Model node, and might look something like; Mines a dual model workflow, but its highly adaptive to whatever project im working on, includes img2img and prediffusion, includes multi-step upscaling - face fixes at multiple steps, tiled upscaling and all that. Comfyui Flux All In One Controlnet using GGUF model. Tiled Diffusion & VAE for ComfyUI Check out the SD-WebUI extension for more information. Feb 24, 2024 · ComfyUI is a node-based interface to use Stable Diffusion which was created by comfyanonymous in 2023. What it's great for: If you want to upscale your images with ComfyUI then look no further! The above image shows upscaling by 2 times to enhance the quality of your image. You can find the . More to come. The veterans can skip the intro or the introduction and get started right away. Since SDXL requires you to use both a base and a refiner model, you’ll have to switch models during the image generation process. com/drive/folders/1-g8GjBdoJYlOs Aug 31, 2024 · TLDR Seth introduces a workflow tutorial for ComfyUI, focusing on Flux with Large Language Models (LLM) for image upscaling. Changelog: Converted the scheduler inputs back to widget. g. -- Below is my XL Turbo workflow, which includes a lot of toggles and focuses on latent upscaling. I made this using the following workflow with two images as a starting point from the ComfyUI IPAdapter node repository. Here is the txt2img part: As a result, I get this non-upscaled 512x1024 image: Introduction to a workflow tutorial for ComfyUI: Flux with LLM, focusing on upscaling images up to 5x using custom nodes and techniques. 5 model, and then enter your Welcome to the unofficial ComfyUI subreddit. Preparation. Comfy Workflows Comfy Workflows. Load the 4x UltraSharp upscaling model as your loader. You signed out in another tab or window. I've never had good luck with latent upscaling in the past, which is "Upscale Latent By" and then re-sampling. Current Feature: This is a Demo of the Upscaling workflow using ai upscaling models inside comfyui1) Download workflow: https://drive. You can then load or drag the following image in ComfyUI to get the workflow: Hi everyone, I've been using SD / ComfyUI for a few weeks now and I find myself overwhelmed with the number of ways to do upscaling. io You can then load or drag the following image in ComfyUI to get the workflow: Flux Schnell. For a dozen days, I've been working on a simple but efficient workflow for upscale. Share, discover, & run thousands of ComfyUI workflows. ↑ Node setup 1: Generates image and then upscales it with USDU (Save portrait to your PC and then drag and drop it into you ComfyUI interface and replace prompt with your's, press "Queue Prompt") Upscaling with ComfyUI. You get to know different ComfyUI Upscaler, get exclusive access to my Co Apr 24, 2024 · Add details to an image to boost its resolution. Reload to refresh your session. In a base+refiner workflow though upscaling might not look straightforwad. The tutorial simplifies Flux's learning curve by combining custom nodes into a Flux sampler, bypassing the need for adapters or control nets. Goto Install Models. 为图像添加细节，提升分辨率。该工作流仅使用了一个upscaler模型。 Add more details with AI imagination. 0. You can construct an image generation workflow by chaining different blocks (called nodes) together. Pressing the letter or number associated with each Bookmark node will take you to the corresponding section of the workflow. In this video, we’re diving into the powerful '4X Upscale' workflow from our Ultimate Portrait Workflow Pack. Feature/Version Flux. In this example, we’ll be using a workflow called Creative Upscale created by Eddie from the ComfyUI community. This workflow can use LoRAs, ControlNets, enabling negative prompting with Ksampler, dynamic thresholding, inpainting, and more. Then I created two more sets of nodes, from Load Images to the IPAdapters, and adjusted the masks so that they would be part of a specific section in the whole image. Super simple yet powerful upscaler node that delivers a detail added upscale to any image! My SUPIR upscaling comfy workflow and others Just wanted to share a relatively manageable setup for SUPIR I've been using to restore old family photos. comfyUI stands out as an AI drawing software with a versatile node-based and flow-style custom workflow. json. RunComfy: Premier cloud-based Comfyui for stable diffusion. ComfyUI provides some of the most flexible upscaling options, with literally hundreds of workflows and nodes dedicated to image upscaling. The output looks better, elements in the image may vary. Created by: Gambz: If the upscaled image looks "noisy" try changing the upscaling model to something like 4x-UltraSharp, it will lower overall micro details but will make a cleaner image. If you are not interested in having an upscaled image completely faithful to the original you can create a draft with the base model in just a bunch of steps, then upscale the latent and apply a second pass with the base and a third pass with the refiner. Put them in the models/upscale_models folder then use the UpscaleModelLoader node to load them and the ImageUpscaleWithModel node to use them. SUPIR upscaling wrapper for ComfyUI. An All-in-One FluxDev workflow in ComfyUI that combines various techniques for generating images with the FluxDev model, including img-to-img and text-to-img. This powerful technique allows you to dramatically improve image quality, taking even the most poor-quality photos and turning them into stunning, high-resolution masterpieces. Jul 12, 2024 · There are hundreds of available image upscaling workflows on the internet that essentially do the same thing. Welcome to the unofficial ComfyUI subreddit. This workflow allows you to quickly upscale your images with high quality Here is an example of how to use upscale models like ESRGAN. 5. Use the Models List below to install each of the missing models. I can't see it, because I cant find the link for workflow. The Lesson goes again over the elements of Text-to-Image Generation and then explores a simple Latent Upscale with a "Latent Upscale by" node. Most of the workflows focus on upscaling with Ultimate SD Upscale or just plainly upscaling with model. Oct 21, 2023 · From a little research I made, I found out about three different methods of upscaling: Latent, Non-latent, and ControlNet-assisted Latent. You signed in with another tab or window. In this easy ComfyUI Tutorial, you'll learn step-by-step how to upscale in ComfyUI. Launch ComfyUI again to verify all nodes are now available and you can select your checkpoint(s) Usage Instructions. Jan 5, 2024 · I have been experimenting with AI videos lately. com/watch?v=GV_syPyGSDYComfyUIhttps://github. been using this for a while. I share many results and many ask to share. Here is an example: You can load this image in ComfyUI to get the workflow. In this quick episode we do a simple workflow where we upload an image into our SDXL graph inside of ComfyUI and add additional noise to produce an altered i May 19, 2024 · Feel free to post your pictures! I would love to see your creations with my workflow! <333. Some commonly used blocks are Loading a Checkpoint Model, entering a prompt, specifying a sampler, etc. Run any ComfyUI workflow w/ ZERO setup (free & open source) Try now Apr 26, 2024 · Workflow. Nothing fancy. Aug 26, 2024 · What is the ComfyUI FLUX Img2Img? The ComfyUI FLUX Img2Img workflow allows you to transform existing images using textual prompts. Merging 2 Images together. youtube. ComfyUI breaks down a workflow into rearrangeable elements so you can easily make your own. ThinkDiffusion Merge_2_Images. com/comfyanonymous That said, I prefer Ultimate SD Upscale: ssitu/ComfyUI_UltimateSDUpscale: ComfyUI nodes for the Ultimate Stable Diffusion Upscale script by Coyote-A. It’s insane how good it is as you don’t lose any details from the image. Created by: CgTopTips: In this video, we'll dive into the amazing world of Tile ControlNet for models. 1 Dev Flux. Feb 13, 2024 · It's a workflow to upscale image several times, gradually changing scale and parameters. Sep 2, 2024 · --v2. Empowers AI Art creation with high-speed GPUs & efficient workflows, no tech setup needed. 0 reviews. Less is more approach. Older versions are not better or worse, but they are long and expanded. Here is details on the workflow I created: This is an img2img method where I use Blip Model Loader from WAS to set the positive caption. Unlike other Stable Diffusion tools that have basic text fields where you enter values and information for generating an image, a node-based interface is different in the sense that you’d have to create nodes to build a workflow to generate images. Here's a video to get you started if you have never used ComfyUI before 👇https://www. Open ComfyUI Manager. Low denoise value Jul 6, 2024 · What is ComfyUI? ComfyUI is a node-based GUI for Stable Diffusion. The initial image KSampler was changed to the KSampler from the Inspire Pack to support the newer samplers/schedulers. It's not very fancy, Feb 1, 2024 · The UltraUpscale is the best ComfyUI upscaling workflow I’ve ever used and it can upscale your images to over 12K. github. I'm revising the workflow below to include a non-latent option. Aug 5, 2024 · Esrgan upscaler is also considered as one of the upscaling method. This extension enables large image drawing & upscaling with limited VRAM via the following techniques: Created by: Mad4BBQ: What this workflow does Extremely EASY to use upscaler/detailer that uses lighting fast LCM and produces highly detailed results that remain faithful to the original image. Flux differs from stable diffusion, dealing with pixels rather than resolutions, necessitating a custom Flux resolution calculator. I often reduce the size of the video and the frames per second to speed up the process. I don't want any changes or additions to the image, just a straightforward upscale and quality enhancement. 2) Batch Upscaling Workflow: Only use this if you intend to upscale many images at once. jyc fgv hoy ron eidyprn xlwqi vrllla ker efrxpkf jlpnrmgp