Comfyui upscale workflow example

Comfyui upscale workflow example. Search, for "ultimate”, in the search bar to find the Ultimate SD Upscale node. x, SDXL, LoRA, and upscaling makes ComfyUI flexible. outputs¶ IMAGE. ControlNet Depth ComfyUI workflow. upscale_method. 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. 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. Download it and place it in your input folder. 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. In the CR Upscale Image node, select the upscale_model and set the rescale_factor. Go to the custom nodes installation section. 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. 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. It offers convenient functionalities such as text-to-image Upscale Image node. Sep 7, 2024 · Inpaint Examples. Open the YAML file in a code or text editor. you can change the initial image size from 1024x1024 to other sizes compatible with SDXL as well. Create animations with AnimateDiff. Achieves high FPS using frame interpolation (w/ RIFE). 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. Place them into the models/upscale_models directory of ComfyUI. This workflow can use LoRAs, ControlNets, enabling negative prompting with Ksampler, dynamic thresholding, inpainting, and more. 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. image. Img2Img ComfyUI workflow. Please keep posted images SFW. 2024, changed the link to non deprecated version of the efficiency nodes. This workflow allows Sep 7, 2024 · GLIGEN Examples. Ultimate SD Upscale (No Upscale) Same as the primary node, but without the upscale inputs and assumes that the input image is already upscaled. Dec 10, 2023 · Introduction to comfyUI. In the Load Video node, click on choose video to upload and select the video you want. 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. A Apr 16, 2024 · It makes your workflow more compact. Leveraging multi-modal techniques and advanced generative prior, SUPIR marks a significant advance in intelligent and realistic image restoration. 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. You might need to change the nodes in the workflows. 0. ComfyUI provides a powerful yet intuitive way to harness Stable Diffusion through a flowchart interface. Advanced controlnet: on the second and third workflow for more control over controlnet. example to extra_model_paths. Simply save and then drag and drop relevant image into your Flux. You can find the Flux Schnell diffusion model weights here this file should go in your: ComfyUI/models/unet/ folder. crop. The red section contains parameters that can be adjusted according to your needs. 1. You can find pixel upscale models on OpenModelDB, if you don't know where to start from try: UltraSharp, RealSR or Remacri. 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. Put them in the models/upscale_models folder then use the UpscaleModelLoader node to load them and the ImageUpscaleWithModel node to use them. Initial Setup for Upscaling in ComfyUI. Here is an example: You can load this image in ComfyUI to get the workflow. The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI (opens in a new tab). The model used for upscaling. Oct 22, 2023 · Obtain the ESRGAN or other upscale models of your choice. Dec 19, 2023 · Here's a list of example workflows in the official ComfyUI repo. Jan 5, 2024 · Example. This guide is about how to setup ComfyUI on your Windows computer to run Flux. 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. Simple workflow for using the new Stable Video Diffusion model in ComfyUI for image to video generation. base_path: C:\ComfyUI_windows_portable_nvidia_cu121_or_cpu\ComfyUI\models\ checkpoints: checkpoints. Start ComfyUI. This is a workflow that quickly Upscale images to 8K resolution; simply drag and drop your image and click to run. crop In this easy ComfyUI Tutorial, you'll learn step-by-step how to upscale in ComfyUI. NNlatent upscale: Latent upscale on the second and third workflow. 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. ControlNet Depth Comfyui workflow (Use ControlNet Depth to enhance your SDXL images) View Now. 2. You can Load these images in ComfyUI (opens in a new tab) to get the full workflow. Examples of ComfyUI workflows. To upscale images using AI see the Upscale Image Using Model node. outputs. Some custom_nodes do still Sep 7, 2024 · SDXL Examples. You can take many of the images you see in this documentation and drop it inside ComfyUI to load the full node structure. Models: Checkpoint: Jul 18, 2024 · Examples from LivePortrait’s repository. To load a workflow, simply click the Load button on the right sidebar, and select the workflow . As a pivotal catalyst within SUPIR, model scaling dramatically enhances Explore the concept of Upscale in AI-based image generation with ComfyUI. Change the base_path value to the location of your models. SDXL Default ComfyUI workflow. Here is a workflow for using it: Save this image then load it or drag it on ComfyUI to get the workflow. 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. Still working on the the whole thing but I got the idea down 3D Examples - ComfyUI Workflow Stable Zero123. height. SDXL works with other Stable Diffusion interfaces such as Automatic1111 but the workflow for it isn’t as straightforward. Upscale Model Examples; Here is a workflow for using it: Example. You can load this image in ComfyUI to get the full workflow. Download the workflow here in JSON format. ComfyUI NN Latent Upscale. Upscaling ComfyUI workflow. The Upscale Image (using Model) node can be used to upscale pixel images using a model loaded with the Load Upscale Model node. 16. Config file to set the search paths for models. Put the GLIGEN model files in the ComfyUI/models/gligen directory. ComfyUI Examples. ControlNet Workflow. The workflow tutorial includes a method to upscale images up to 5. A neural network latent upscale for much higher quality compared with an interpolated latent upscale. 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. 5. Alternatively, set up ComfyUI to use AUTOMATIC1111’s model files . Use this if you already have an upscaled image or just want to do the tiled sampling. 3. Support for SD 1. I instead use a second KSampler without controlnet to upscale. Understand how low-resolution images can be transformed into high-definition ones using different methods and algorithms. For these examples I have renamed the files by adding stable_cascade_ in front of the filename for example: stable_cascade_canny. 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. Example. Since SDXL requires you to use both a base and a refiner model, you’ll have to switch models during the image generation process. Feb 24, 2024 · ComfyUI is a node-based interface to use Stable Diffusion which was created by comfyanonymous in 2023. vae: vae. yaml. 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. Mixing ControlNets Oct 21, 2023 · This was confirmed when I found the "Two Pass Txt2Img Example" article from official ComfyUI examples. I then recommend enabling Extra Options -> Auto Queue in the interface. Users can drag and drop nodes to design advanced AI art pipelines, and also take advantage of libraries of existing workflows. 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. example usage text with workflow image Apr 24, 2024 · Add details to an image to boost its resolution. Width. Here is a link to download pruned versions of the supported GLIGEN model files (opens in a new tab). 0 reviews. The upscaled images. Sep 7, 2024 · Img2Img Examples. These are examples demonstrating how to do img2img. x, 2. 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. It covers the following topics: Rename extra_model_paths. this is just a simple node build off what's given and some of the newer nodes that have come out. Animation workflow (A great starting point for using AnimateDiff) View Now Sep 7, 2024 · Hypernetwork Examples. Works fully offline: will never download anything. Join the largest ComfyUI community. The target width in pixels. example¶ example usage text with workflow image Created by: C. 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. 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. The pixel images to be upscaled. 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. This will be the last update on this particular workflow with having USDU and the Hand Fix. In this example, we’ll be using a workflow called Creative Upscale created by Eddie from the ComfyUI community. SDXL Examples. 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. 1 ComfyUI install guidance, workflow and example. Sep 7, 2024 · Here is an example of how to use upscale models like ESRGAN. Table of contents. 04. Here is an example of how to use upscale models like ESRGAN. 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. Standard latent upscaler can be used in its place with poorer results. This ComfyUI nodes setup lets you use Ultimate SD Upscale custom nodes in your ComfyUI AI generation routine. Also, I found a very interesting YouTube video by poisenbery about an alternative method of upscaling that involves the usage of ControlNet. Here's how you can do it; Launch the ComfyUI manager. example. Save this image then load it or drag it on ComfyUI to get the workflow. But let me know if you need help replicating some of the concepts in my process. it's nothing spectacular but gives good consistent results without Share, discover, & run thousands of ComfyUI workflows. You can easily utilize schemes below for your custom setups. Please share your tips, tricks, and workflows for using this software to create your AI art. Pinto: About SUPIR (Scaling-UP Image Restoration), a groundbreaking image restoration method that harnesses generative prior and the power of model scaling up. comfyUI stands out as an AI drawing software with a versatile node-based and flow-style custom workflow. Only one upscaler model is used in the workflow. Accessing the Models in ComfyUI: On the ComfyUI interface, drag the UpscaleModelLoader node into your workflow area. An advanced implementation of the Perturbed Attention Guidance (PAG) node in ComfyUI. safetensors. The denoise controls the amount of noise added to the image. Perturbed Attention Guidance. The output looks better, elements in the image may vary. Direct the node to the models/upscale_models folder, allowing it to access the ESRGAN models. Nov 25, 2023 · Upscaling (How to upscale your images with ComfyUI) View Now. This repo contains examples of what is achievable with ComfyUI. Jul 12, 2024 · There are hundreds of available image upscaling workflows on the internet that essentially do the same thing. In this example we will be using this image. Some workflows alternatively require you to git clone the repository to your ComfyUI/custom_nodes folder, and restart ComfyUI. safetensors, stable_cascade_inpainting. I left USDU and the Hand Fix in this workflow if you prefer using those still. This workflow is bulit on top of them and I learned a lot form their work. 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. You can Load these images in ComfyUI to get the full workflow. Flux Schnell is a distilled 4 step model. Merging 2 Images together. Then press “Queue Prompt” once and start writing your prompt. 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. The target height in pixels. json file. 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. Very simple workflow to compare a few upscale models. 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. The Upscale Image node can be used to resize pixel images. To start enhancing image quality with ComfyUI you'll first need to add the Ultimate SD Upscale custom node. ComfyUI . Welcome to the unofficial ComfyUI subreddit. upscale_model. 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. 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. The resized images. The method used for resizing. Wether or not to center-crop the image to maintain the aspect ratio of the original latent images. configs: configs. 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. it upscales the second image up to 4096x4096 (4xultrasharp) by default for simplicity but can be changed to whatever. Think Diffusion's Stable Diffusion ComfyUI Top 10 Cool Workflows. . Let's get started! Examples of what is achievable with ComfyUI open in new window. If the workflow is not loaded, drag and drop the image you downloaded earlier. The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI. 0 Jul 9, 2024 · Note: I no longer use Ultimate SD Upscale or the Hand Fix portion of the workflow personally. 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. You can then load or drag the following image in ComfyUI to get the workflow: second pic. 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. IMAGE. I used 4x-AnimeSharp as the upscale_model and rescale the video to 2x. Thanks for ControlAltAI in youtube and Kijai in github. 4x the input resolution using consumer-grade hardware. inputs. Feb 7, 2024 · Why Use ComfyUI for SDXL. Merge 2 images together (Merge 2 images together with this ComfyUI workflow) View Now. loras: | loras. 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. Latent upscaling You can then load or drag the following image in ComfyUI to get the workflow: Flux Schnell. xxb jeznp fzgda tnqe cytks kwkkc ekca rrlvtqp kheyin cvtojg