Comfyui upscale workflow example

Comfyui upscale workflow example. An advanced implementation of the Perturbed Attention Guidance (PAG) node in ComfyUI. Use this if you already have an upscaled image or just want to do the tiled sampling. SDXL Default ComfyUI workflow. This amazing model can be run directly using Python, but to make things easier, I will show you how to download and run LivePortrait using ComfyUI, the upscale_method. 2024, changed the link to non deprecated version of the efficiency nodes. upscale_method. Some custom_nodes do still Sep 7, 2024 · SDXL Examples. Join the largest ComfyUI community. Config file to set the search paths for models. x, 2. Table of contents. Support for SD 1. A neural network latent upscale for much higher quality compared with an interpolated latent upscale. Flux Schnell is a distilled 4 step model. Feb 7, 2024 · Why Use ComfyUI for SDXL. This will be the last update on this particular workflow with having USDU and the Hand Fix. IMAGE. To start enhancing image quality with ComfyUI you'll first need to add the Ultimate SD Upscale custom node. Img2Img works by loading an image like this example image, converting it to latent space with the VAE and then sampling on it with a denoise lower than 1. The model used for upscaling. This is done through a series of nodes and processes that aim to maintain the quality and detail of the original image while enhancing its resolution. You can easily utilize schemes below for your custom setups. You can take many of the images you see in this documentation and drop it inside ComfyUI to load the full node structure. But let me know if you need help replicating some of the concepts in my process. 5. It offers convenient functionalities such as text-to-image Upscale Image node. it upscales the second image up to 4096x4096 (4xultrasharp) by default for simplicity but can be changed to whatever. Search, for "ultimate”, in the search bar to find the Ultimate SD Upscale node. You can load this image in ComfyUI to get the full workflow. Start ComfyUI. Simple workflow for using the new Stable Video Diffusion model in ComfyUI for image to video generation. Users can drag and drop nodes to design advanced AI art pipelines, and also take advantage of libraries of existing workflows. Understand how low-resolution images can be transformed into high-definition ones using different methods and algorithms. Put them in the models/upscale_models folder then use the UpscaleModelLoader node to load them and the ImageUpscaleWithModel node to use them. This workflow is bulit on top of them and I learned a lot form their work. Welcome to the unofficial ComfyUI subreddit. You can then load or drag the following image in ComfyUI to get the workflow: second pic. The only important thing is that for optimal performance the resolution should be set to 1024x1024 or other resolutions with the same amount of pixels but a different aspect ratio. safetensors. Achieves high FPS using frame interpolation (w/ RIFE). The method used for resizing. I used 4x-AnimeSharp as the upscale_model and rescale the video to 2x. configs: configs. Simply save and then drag and drop relevant image into your Flux. Ultimate SD 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. As a pivotal catalyst within SUPIR, model scaling dramatically enhances Explore the concept of Upscale in AI-based image generation with ComfyUI. Thanks for ControlAltAI in youtube and Kijai in github. The denoise controls the amount of noise added to the image. x, SDXL, LoRA, and upscaling makes ComfyUI flexible. Download it and place it in your input folder. Change the base_path value to the location of your models. The workflow tutorial includes a method to upscale images up to 5. 2. The target width in pixels. 0 Jul 9, 2024 · Note: I no longer use Ultimate SD Upscale or the Hand Fix portion of the workflow personally. You can find pixel upscale models on OpenModelDB, if you don't know where to start from try: UltraSharp, RealSR or Remacri. vae: vae. Examples of ComfyUI workflows. To upscale images using AI see the Upscale Image Using Model node. Upscale Model Examples; Video Examples; Note that you can download all images in this page and then drag or load them on ComfyUI to get the workflow embedded in This ui will let you design and execute advanced stable diffusion pipelines using a graph/nodes/flowchart based interface. Works fully offline: will never download anything. it's nothing spectacular but gives good consistent results without Share, discover, & run thousands of ComfyUI workflows. You get to know different ComfyUI Upscaler, get exclusive access to my Co 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. 16. Stable Zero123 is a diffusion model that given an image with an object and a simple background can generate images of that object from different angles. you can change the initial image size from 1024x1024 to other sizes compatible with SDXL as well. Still working on the the whole thing but I got the idea down 3D Examples - ComfyUI Workflow Stable Zero123. yaml. If the workflow is not loaded, drag and drop the image you downloaded earlier. Models: Checkpoint: Jul 18, 2024 · Examples from LivePortrait’s repository. ComfyUI . 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 Upscale Image (using Model) node. A Apr 16, 2024 · It makes your workflow more compact. It covers the following topics: Rename extra_model_paths. I then recommend enabling Extra Options -> Auto Queue in the interface. In the Load Video node, click on choose video to upload and select the video you want. The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI. Wether or not to center-crop the image to maintain the aspect ratio of the original latent images. The pixel images to be upscaled. Here is a workflow for using it: Save this image then load it or drag it on ComfyUI to get the workflow. example usage text with workflow image Apr 24, 2024 · Add details to an image to boost its resolution. Direct the node to the models/upscale_models folder, allowing it to access the ESRGAN models. Go to the custom nodes installation section. Pinto: About SUPIR (Scaling-UP Image Restoration), a groundbreaking image restoration method that harnesses generative prior and the power of model scaling up. Alternatively, set up ComfyUI to use AUTOMATIC1111’s model files . inputs. 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. The Upscale Image node can be used to resize pixel images. The red section contains parameters that can be adjusted according to your needs. Only one upscaler model is used in the workflow. comfyUI stands out as an AI drawing software with a versatile node-based and flow-style custom workflow. ControlNet Depth ComfyUI workflow. Create animations with AnimateDiff. Animation workflow (A great starting point for using AnimateDiff) View Now Sep 7, 2024 · Hypernetwork Examples. Open the YAML file in a code or text editor. The Upscale Image (using Model) node can be used to upscale pixel images using a model loaded with the Load Upscale Model node. The resized images. This is a workflow that quickly Upscale images to 8K resolution; simply drag and drop your image and click to run. 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. Hypernetworks are patches applied on the main MODEL so to use them put them in the models/hypernetworks directory and use the Hypernetwork Loader node like this: Jan 8, 2024 · 2. ControlNet Workflow. Here is an example of how to use upscale models like ESRGAN. Also, I found a very interesting YouTube video by poisenbery about an alternative method of upscaling that involves the usage of ControlNet. Here is an example for how to use the Canny Controlnet: Here is an example for how to use the Inpaint Controlnet, the example input image can be found here. Let's get started! Examples of what is achievable with ComfyUI open in new window. . In the CR Upscale Image node, select the upscale_model and set the rescale_factor. Standard latent upscaler can be used in its place with poorer results. I left USDU and the Hand Fix in this workflow if you prefer using those still. height. For these examples I have renamed the files by adding stable_cascade_ in front of the filename for example: stable_cascade_canny. Discover the Ultimate Workflow with ComfyUI in this hands-on tutorial, where I guide you through integrating custom nodes, refining images with advanced tool Aug 16, 2023 · ComfyUI wildcards in prompt using Text Load Line From File node; ComfyUI load prompts from text file workflow; Allow mixed content on Cordova app’s WebView; ComfyUI migration guide FAQ for a1111 webui users; ComfyUI workflow sample with MultiAreaConditioning, Loras, Openpose and ControlNet; Change output file names in ComfyUI. Here's how you can do it; Launch the ComfyUI manager. 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. Place them into the models/upscale_models directory of ComfyUI. The upscaled images. Then press “Queue Prompt” once and start writing your prompt. Advanced controlnet: on the second and third workflow for more control over controlnet. Perturbed Attention Guidance. 04. Dec 10, 2023 · Introduction to comfyUI. Example. To load a workflow, simply click the Load button on the right sidebar, and select the workflow . Upscale Model Examples; Here is a workflow for using it: Example. Here is a link to download pruned versions of the supported GLIGEN model files (opens in a new tab). Put the GLIGEN model files in the ComfyUI/models/gligen directory. image. Width. In this example, we’ll be using a workflow called Creative Upscale created by Eddie from the ComfyUI community. outputs. outputs¶ IMAGE. This guide provides a comprehensive walkthrough of the Upscale pixel and Upscale latent methods, making it a valuable resource for those looking to enhance their image generation projects. See the following workflow for an example: See this next workflow for how to mix multiple images together: You can find the input image for the above workflows on the unCLIP example page Img2Img Examples. 1. Jan 5, 2024 · Example. 0. Nov 25, 2023 · Upscaling (How to upscale your images with ComfyUI) View Now. Ultimate SD Upscale (No Upscale) Same as the primary node, but without the upscale inputs and assumes that the input image is already upscaled. The output looks better, elements in the image may vary. Sep 7, 2024 · Img2Img Examples. I then recommend Welcome to ComfyUI Studio! In this video, we’re diving into the powerful '4X Upscale' workflow from our Ultimate Portrait Workflow Pack. Jul 12, 2024 · There are hundreds of available image upscaling workflows on the internet that essentially do the same thing. Img2Img ComfyUI workflow. Feb 24, 2024 · ComfyUI is a node-based interface to use Stable Diffusion which was created by comfyanonymous in 2023. Sep 7, 2024 · Here is an example of how to use upscale models like ESRGAN. base_path: C:\ComfyUI_windows_portable_nvidia_cu121_or_cpu\ComfyUI\models\ checkpoints: checkpoints. Dec 19, 2023 · Here's a list of example workflows in the official ComfyUI repo. All the images in this repo contain metadata which means they can be loaded into ComfyUI with the Load button (or dragged onto the window) to get the full workflow that was used to create the image. Download the workflow here in JSON format. Workflow examples can be found on the Ultimate SD Upscale: The primary node that has the most of the inputs as the original extension script. Save this image then load it or drag it on ComfyUI to get the workflow. upscale_model. 0 reviews. Please keep posted images SFW. 3. Merging 2 Images together. Initial Setup for Upscaling in ComfyUI. SDXL works with other Stable Diffusion interfaces such as Automatic1111 but the workflow for it isn’t as straightforward. Very simple workflow to compare a few upscale models. this is just a simple node build off what's given and some of the newer nodes that have come out. json file. NNlatent upscale: Latent upscale on the second and third workflow. Here is an example: You can load this image in ComfyUI to get the workflow. A good place to start if you have no idea how any of this works Examples below are accompanied by a tutorial in my YouTube video. This workflow allows Sep 7, 2024 · GLIGEN Examples. You can Load these images in ComfyUI to get the full workflow. This is the input image that will be used in this example: Here is an example using a first pass with AnythingV3 with the controlnet and a second pass without the controlnet with AOM3A3 (abyss orange mix 3) and using their VAE. Upscaling ComfyUI workflow. SDXL Examples. You can find the Flux Schnell diffusion model weights here this file should go in your: ComfyUI/models/unet/ folder. All the images in this page contain metadata which means they can be loaded into ComfyUI with the Load button (or dragged onto the window) to get the full workflow that was used to create the image. example. 超超超超超好用的flux upscale（使用florence提示词反推）图片放大+细节增加. This workflow can use LoRAs, ControlNets, enabling negative prompting with Ksampler, dynamic thresholding, inpainting, and more. The target height in pixels. Jul 6, 2024 · To use this upscaler workflow, you must download an upscaler model from the Upscaler Wiki, and put it in the folder models > upscale_models. loras: | loras. 4x the input resolution using consumer-grade hardware. To review any workflow you can simply drop the JSON file onto your ComfyUI work area, also remember that any image generated with ComfyUI has the whole workflow embedded into itself. In this example we will be using this image. Low denoise value That's exactly what I ended up planning, I'm a newbie to ComfyUI, so I setup Searg's workflow, then copied the official ComfyUI i2v workflow into it and pass into the node whatever image I like. Each ControlNet/T2I adapter needs the image that is passed to it to be in a specific format like depthmaps, canny maps and so on depending on the specific model if you want good results. You can Load these images in ComfyUI (opens in a new tab) to get the full workflow. This image has had part of it erased to alpha with gimp, the alpha channel is what we will be using as a mask for the inpainting. You might need to change the nodes in the workflows. This repo contains examples of what is achievable with ComfyUI. How to use SDXL lightning with SUPIR, comparisons of various upscaling techniques, vRam management considerations, how to preview its tiling, and even how to Upscale Models (ESRGAN, ESRGAN variants, SwinIR, Swin2SR, etc) unCLIP Models; GLIGEN; Model Merging; LCM models and Loras; SDXL Turbo; AuraFlow; HunyuanDiT; Latent previews with TAESD; Starts up very fast. This guide is about how to setup ComfyUI on your Windows computer to run Flux. Some workflows alternatively require you to git clone the repository to your ComfyUI/custom_nodes folder, and restart ComfyUI. ComfyUI provides a powerful yet intuitive way to harness Stable Diffusion through a flowchart interface. Think Diffusion's Stable Diffusion ComfyUI Top 10 Cool Workflows. crop. Mixing ControlNets Oct 21, 2023 · This was confirmed when I found the "Two Pass Txt2Img Example" article from official ComfyUI examples. Img2Img works by loading an image like this example image (opens in a new tab), converting it to latent space with the VAE and then sampling on it with a denoise lower than 1. ComfyUI NN Latent Upscale. ControlNet Depth Comfyui workflow (Use ControlNet Depth to enhance your SDXL images) View Now. upscale_models ControlNet and T2I-Adapter - ComfyUI workflow Examples Note that in these examples the raw image is passed directly to the ControlNet/T2I adapter. For some workflow examples and see what ComfyUI can do you can check out: The UI now will support adding models and any missing node pip installs. I instead use a second KSampler without controlnet to upscale. Since SDXL requires you to use both a base and a refiner model, you’ll have to switch models during the image generation process. Oct 22, 2023 · Obtain the ESRGAN or other upscale models of your choice. example to extra_model_paths. 1 ComfyUI install guidance, workflow and example. This ComfyUI nodes setup lets you use Ultimate SD Upscale custom nodes in your ComfyUI AI generation routine. safetensors, stable_cascade_inpainting. Latent upscaling You can then load or drag the following image in ComfyUI to get the workflow: Flux Schnell. Please share your tips, tricks, and workflows for using this software to create your AI art. Accessing the Models in ComfyUI: On the ComfyUI interface, drag the UpscaleModelLoader node into your workflow area. example¶ example usage text with workflow image Created by: C. Merge 2 images together (Merge 2 images together with this ComfyUI workflow) View Now. crop In this easy ComfyUI Tutorial, you'll learn step-by-step how to upscale in ComfyUI. The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI (opens in a new tab). ComfyUI Examples. Leveraging multi-modal techniques and advanced generative prior, SUPIR marks a significant advance in intelligent and realistic image restoration. These are examples demonstrating how to do img2img. Sep 7, 2024 · Inpaint Examples. jjbx zioacs qfyjde jqxh gamqu uuo brott leatksq vlt jaucggnn