Run any ComfyUI workflow w/ ZERO setup (free & open source) Try now. 1. In addition, we were able to reduce VRAM consumption to almost less Example. Mar 15, 2023 · #stablediffusionart #stablediffusion #stablediffusionai In this Video I have Explained you Hi-Res Fix Upscaling in ComfUI In detail. In the Load Video node, click on choose video to upload and select the video you want. Accessing the Models in ComfyUI: On the ComfyUI interface, drag the UpscaleModelLoader node into your workflow area. For example: 896x1152 or 1536x640 are good resolutions. Here's a quick example (workflow is included) of using a Ligntning model, quality suffers then but it's very fast and I recommend starting with it as faster sampling makes it a lot easier to learn what the settings do. Jan 1, 2024 · Upscaleの部分はまだ正解が分からないので、試行錯誤してます。 とりあえずのメモとして出します。 2024/1/4修正. please pay attention to the default values and if you build on top of them, feel free to share your work :) TwinAction-SuperUpscale. Inpainting is very effective in Stable Diffusion and the workflow in ComfyUI is really simple. If you are looking for upscale models to use you can find some on Sep 21, 2023 · Example using Upscale Stack nodes: Example 2 - Replacing Existing Nodes. example usage text with workflow image Created by: C. You can Load these images in ComfyUI to get the full workflow. Sytan SDXL ComfyUI: Very nice workflow showing how to connect the base model with the refiner and include an upscaler. Apr 24, 2024 · The ComfyUI Impact Pack serves as your digital toolbox for image enhancement, akin to a Swiss Army knife for your images. 3. ComfyUI Workflows are a way to easily start generating images within ComfyUI. This workflow also has metadata included Jul 30, 2023 · These workflow are intended to use SD1. Jul 6, 2024 · ComfyUI is a node-based GUI for Stable Diffusion. If none of them look good: cancel the queued job, load the newest item under "view history", change the seed in the SEGS detailer, and queue it up once more. In ControlNets the ControlNet model is run once every iteration. example¶ example usage text with workflow image Option 1: Install via ComfyUI Manager. Simply type in your desired image and OpenArt will use artificial intelligence to generate it for you. Pose ControlNet. Apr 30, 2024 · 1. 5 model, and then enter your upscale amount as a multiple into the 'Scale by' box (the default is 3. zip. Hypernetworks. To reproduce this workflow you need the plugins and loras shown earlier. These two methods have their pros and cons, which I will explain when describing the workflow. If you have trouble extracting it, right click the file -> properties -> unblock. Dec 19, 2023 · Step 4: Start ComfyUI. Works fully offline: will never download anything. It can be a little intimidating starting out with a blank canvas, but by bringing in an existing workflow, you can have a starting point that comes with a set of nodes all ready to go. This image contain 4 different areas: night, evening, day, morning. Ryan Less than 1 minute. If you installed from a zip file. This is the input image that will be used in this example source: Here is how you use the depth T2I-Adapter: Here is how you use the We would like to show you a description here but the site won’t allow us. Here is an example: You can load this image in ComfyUI to get the workflow. Jan 8, 2024 · The optimal approach for mastering ComfyUI is by exploring practical examples. Following the application of the CCSR model, there's an optional step that involves upscaling once more by adding noise Created by: homer_26: Workflow based on the ComfyCouple model I made a few changes to make the interface more user-friendly, along with mixing two characters into one image. Very simple workflow to compare a few upscale models. This ComfyUI Upscale workflow utilizes the SUPIR (Scaling-UP Image Restoration), a state-of-the-art open-source model designed for advanced image and video enhancement. Achieves high FPS using frame interpolation (w/ RIFE). Upscale Image (using Model) node. Stable Cascade supports creating variations of images using the output of CLIP vision. crop. It shows the workflow stored in the exif data (View→Panels→Information). This workflow I have created allows upscaling up to 32K size (16384 x 16384) while keeping the original picture almost faithful to the original image (if it's size is 1024pixel×1024pixel). 2024, changed the link to non deprecated version of the efficiency nodes. The upscaled images. We also have some images that you can drag-n-drop into the UI to have some of the Upscale image using model to a certain size. #stablediffusionart #stablediffusion #stablediffusionai In this Video I have Explained 4x Ultra Sharp Workflow On ComfyUI. See the following workflow for an example: Example. These are examples demonstrating how to use Loras. It lays the foundation for applying visual guidance alongside text prompts. In this guide, we are aiming to collect a list of 10 cool ComfyUI workflows Here is an example of how to use upscale models like ESRGAN. ComfyUI is a popular tool that allow you to create stunning images and animations with Stable Diffusion. Nodes/graph/flowchart interface to experiment and create complex Stable Diffusion workflows without needing to code anything. RunComfy: Premier cloud-based Comfyui for stable diffusion. 特别感谢 clarity-upscaler 给我的启发！. In this example upscale nodes in an existing workflow are replaced with the new nodes. example usage text with workflow image Nov 25, 2023 · workflows. The main issue with this method is denoising strength. Note that when inpaiting it is better to use checkpoints trained for the purpose. bat and ComfyUI will automatically open in your web browser. However, it currently only supports English and does not support Chinese. 0 x). The proper way to use it is with the new SDTurboScheduler node but it might also work with the regular schedulers. Hello, A1111 user here, trying to make a transition to Comfyui, or at least to learn of ways to use both. For example, I can load an image, select a model (4xUltrasharp Jun 23, 2024 · This is a basic workflow for SD3, which can generate text more accurately and improve overall image quality. Download ComfyUI SDXL Workflow This Upscaler Workflow is made for Low-Res Landscape Ai Images (you can also try other images) Upscale Models used: https://openmodeldb. ExampleExample This image has had part of it erased to alpha with gimp Here is an example of how to use upscale models like ESRGAN. example. Direct link to download. Better upscaling of the latents fixes that. It enables users to tweak aspects, like hair color, facial expressions and more highlighting its flexibility and range of capabilities. ComfyUI is new User inter Apr 30, 2024 · The best ComfyUI Upscale Workflow transforms media to ultra-high 8K, utilizing SUPIR and 4x Foolhardy Remacri for unparalleled quality, while maintaining exceptional clarity and detail. When a good result is made, let the process go to the start of the watermark removal workflow, cancel the job, and load the Jan 8, 2024 · 2. Here is how you use it in ComfyUI (you can drag this into ComfyUI to get the workflow): Example. Example Image Variations. You can use more steps to increase the quality. Some loras have been renamed to lowercase, otherwise they are not sorted alphabetically. Config file to set the search paths for models. I have to say that mine is not as good as the original clarity-upscaler, but it works for me. The target height in pixels. The pixel images to be upscaled. Advanced controlnet: on the second and third workflow for more control over controlnet. Do you want to create stylized videos from image sequences and reference images? Check out ComfyUI-AnimateAnyone-Evolved, a GitHub repository that improves the AnimateAnyone implementation with opse support. Face Upscale - Upscales the face to a high-res image. /output easier. The method used for resizing. Comfyui-workflow-JSON-3162. Example. 2 days ago · Example Workflows. In terms of ComfyUI nodes, the input of this node is latent, and the output is the upscaled latent, which needs to be decoded into a visible image. Simply drag and drop the image you want to upscale into the BASIC SETTINGS group box, select your favourite SD 1. Many optimizations: Only re-executes the parts of the workflow that changes between executions. Showing an example of how to do a face swap using three techniques: ReActor (Roop) - Swaps the face in a low-res image. 5 + Tile ControlNet on Ultimate SD Upscale, but for everything ComfyUI (opens in a new tab) Examples. Start ComfyUI. See this next workflow for how to mix multiple images together: Example Description. Perfect for artists, designers, and anyone who wants to create stunning visuals without any design experience. They are generally called with the base model name plus inpainting. (early and not finished) Here are some more advanced examples: "Hires Fix" aka 2 Pass Txt2Img. The Upscale Image (using Model) node can be used to upscale pixel images using a model loaded with the Load Upscale Model node. Pinto: About SUPIR (Scaling-UP Image Restoration), a groundbreaking image restoration method that harnesses generative prior and the power of model scaling up. Features. 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. By default, the workflow is configured for image upscaling. It's important to note that the incl clip model is required here. 0. For the T2I-Adapter the model runs once in total. You can just use a 2x model and the chain will distribute the load between up to 4 nodes. A good place to start if you have no idea how any of this works is the: ComfyUI Basic Tutorial VN: All the art is made with ComfyUI. T2I-Adapters are used the same way as ControlNets in ComfyUI: using the ControlNetLoader node. To use them, right click on your desired workflow, follow the link to GitHub and click the "⬇" button to download the raw file. You can find pixel upscale models on OpenModelDB, if you don't know where to start from try: UltraSharp, RealSR or Remacri. noise_augmentation controls how closely the model will try to follow the image concept. 5 models and Lora's to generate images at 8k - 16k quickly. This creates two images by using a feedback loop using the first image using tiled VAE, both go through super XNView a great, light-weight and impressively capable file viewer. Jul 9, 2024 · By default it is set up to run a batch of 4 hand fix images. Adding a subject to the bottom center of the image by adding another area prompt. ワークフローのUpscale部分の修正と、ノードを整理しました。 Try NNLatentUpscale instead of the regular latent upscale node. We've curated some example workflows for you to get started with Workflows in InvokeAI! These can also be found in the Workflow Library, located in the Workflow Editor of Invoke. Following the application of the CCSR model, there's an optional step that involves upscaling once more by adding noise and utilizing Example. height. All LoRA flavours: Lycoris, loha, lokr, locon, etc are used this way. inputs. For Hyper realistic landscapes and portraits I still use the SD 1. The highlight is the Face Detailer, which effortlessly restores faces in images, videos, and animations. Width. To start enhancing image quality with ComfyUI you'll first need to add the Ultimate SD Upscale custom node. While it's true that normal checkpoints can be used for inpainting, the end result is generally Nov 28, 2023 · Follow. Latent upscaling Tiled sampling for ComfyUI. Inpainting a cat with the v2 inpainting model: Inpainting a woman with the v2 inpainting model: It also works with non inpainting models. Standalone VAEs and CLIP models. Dec 10, 2023 · Introduction to comfyUI. Direct the node to the models/upscale_models folder, allowing it to access the ESRGAN models. Run git pull. Generate unique and creative images from text with OpenArt, the powerful AI image creation tool. It offers convenient functionalities such as text-to-image You can load these images in ComfyUI (opens in a new tab) to get the full workflow. Versions Short version uses a special node from Impact pac Jun 1, 2024 · The following images can be loaded in ComfyUI (opens in a new tab) to get the full workflow. Workflow examples can be found on the Examples page Sensitive Content. Search, for "ultimate”, in the search bar to find the Ultimate SD Upscale node. (CN tile + tiled diffusion or ultimate upscale ext) for a1111 but replicating that in comfy using CNLLite blur + something else to get upto 4k upscale without running OOM. 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. Best ComfyUI Extensions & Nodes. The resized latents. Here's an example with the anythingV3 model: Outpainting. example usage text with workflow image Video tutorial on how to use ComfyUI, a powerful and modular Stable Diffusion GUI and backend, is here. Feb 24, 2024 · Another SDXL comfyUI workflow that is easy and fast for generating images. Simple workflow for using the new Stable Video Diffusion model in ComfyUI for image to video generation. Click run_nvidia_gpu. In this video, we'll dive into the amazing world of Tile ControlNet for models. In the CR Upscale Image node, select the upscale_model and set the Here's an example of how to do basic image to image by encoding the image and passing it to Stage C. The lower the Generate unique and creative images from text with OpenArt, the powerful AI image creation tool. IMAGE. strength is how strongly it will influence the image. + 1. When you’re using different ComfyUI workflows, you’ll come across errors about certain nodes missing. It's equipped with various modules such as Detector, Detailer, Upscaler, Pipe, and more. json workflow file you downloaded in the previous step. ComfyUI is new User interface based Apr 24, 2024 · Clarity-upscaler is based on A1111 and has not offered ComfyUI workflow yet (update:now it has). 2. x, SD2. It allows for denoising larger images by splitting it up into smaller tiles and denoising these. These options are provided to alleviate artifacts by applying a unified sample instead of separated sample operations during the iterative upscale process. Sytan's SDXL Workflow will load: Run any ComfyUI workflow. The lower the value the more it will follow the concept. info/models/1x-DeBLR These are examples demonstrating how to do img2img. The openpose PNG image for controlnet is included as well. You might need to change the nodes in the workflows. 0 because no rescale is Jan 5, 2024 · Click on Update All to update ComfyUI and the nodes. ComfyUI SUPIR for Image Resolution | ComfyUI Upscale Workflow. 0 + other_model If you are familiar with the "Add Difference These are examples demonstrating how to do img2img. ComfyUI Examples; 2 Pass Txt2Img (Hires fix) Examples Upscale Model Examples; Video Examples You can also use them like in this workflow that uses Upscale latent: The other upscales the invisible latent space image. The Initial Workflow with Unsampler: A Step-by-Step Guide Feb 7, 2024 · If you don’t have any upscale model in ComfyUI, download the 4x NMKD Superscale model from the link below: 4x NMKD Superscale; After downloading this model, place it in the following directory: ComfyUI_windows_portable\ComfyUI\models\upscale_models. 04. ControlNet - We add a depth map before passing to the final KSampler to try to keep to the face upscale ComfyUI CCSR Description. If you installed via git clone before. ComfyUI breaks down a workflow into rearrangeable elements so you can easily make your own. Hence, we'll delve into the most straightforward text-to-image processes in ComfyUI. S. ↑ 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") ↑ Node setup 2: Upscales any custom image Apr 16, 2024 · It makes your workflow more compact. Area composition with Anything-V3 + second pass with AbyssOrangeMix2_hard. Asynchronous Queue system. Thankfully, because of the upscaling chain that is built into the workflow, if you wish to upscale 8x, you do not need to use a 8x model. If you are looking for upscale models to use you can find some on This ComfyUI upscale workflow integrates the APISR (Anime Production-oriented Image Super-Resolution) model for upscaling low-quality, low-resolution anime images and videos. It's a workflow to upscale image several times, gradually changing scale and parameters. ComfyUI Stable Video Diffusion (SVD) Workflow. Jan 22, 2024 · 画像のアップスケールを行うアップスケーラーには ・計算補完型アップスケーラー（従来型。Lanczosなど） ・AIアップスケーラー（ニューラルネット使用。ESRGAN） の2種類があり、ComfyUIでは、どちらも使用することができます。 AIアップスケーラーを使用するワークフロー ComfyUIのExampleにESRGANを Created by: Gambz: Recently I have started to test the "Tiled KSampler" custom node and to my surprise it got me better results than my Ultimate SD Upscale workflow with the same parameters, it is better at adding finer details and the seams are almost invisible. 0, developed by Kuurumin, for SDXL. ExampleExample In this example we will be using this image. upscale_model. The following images can be loaded in ComfyUI(opens in a new tab)to get the full workflow. Explore thousands of workflows created by the community. It tries to minimize any seams for showing up in the end result by gradually denoising all tiles one step at the time and randomizing tile positions for every step. NNlatent upscale: Latent upscale on the second and third workflow. 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. Installing ComfyUI. Go to the custom nodes installation section. That’s because many workflows rely on nodes that aren’t installed in ComfyUI by default. This is what the workflow looks like in ComfyUI: This image contain the same areas as the previous one but in reverse order. comfyUI stands out as an AI drawing software with a versatile node-based and flow-style custom workflow. Let's embark on a journey through fundamental workflow examples. Put them in the models/upscale_models folder then use the UpscaleModelLoader node to load them and the ImageUpscaleWithModel node to use them. pk_hook_full is a hook applied to the unified sample. You can also use similar workflows for outpainting. 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. Prompt：a dog and a cat are both standing on a red box. Examples. outputs. Low denoising strength can result in artifacts, and high strength results in unnecessary details or a drastic change in the image. Inpainting. IPAdapter - Used to add some details back to the face. Initial Setup for Upscaling in ComfyUI. Mar 20, 2024 · Loading the “Apply ControlNet” Node in ComfyUI. 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. Open ComfyUI Manager and install the ComfyUI Stable Video Diffusion (author: thecooltechguy) custom node. You can mix upscale models depending on your needs. However, it is not for the faint hearted and can be somewhat intimidating if you are new to ComfyUI. Powertoys make windows experience more pleasant. You can construct an image generation workflow by chaining different blocks (called nodes) together. Since Loras are a patch on the model weights they can also be merged into the model: Example. this repo contains a tiled sampler for ComfyUI. Here's how you can do it; Launch the ComfyUI manager. 2. Download ComfyUI SDXL Workflow A good place to start if you have no idea how any of this works is the: ComfyUI Basic Tutorial VN: All the art is made with ComfyUI. x, SDXL, Stable Video Diffusion and Stable Cascade. Also has favorite folders to make moving and sortintg images from . Introducing ComfyUI Launcher! new. Guide: https://github. ComfyUI CCSR | ComfyUI Upscale Workflow. You can also subtract models weights and add them like in this example used to create an inpaint model from a non inpaint model with the formula: (inpaint_model - base_model) * 1. Upscale Models (ESRGAN, ESRGAN variants, SwinIR, Swin2SR, etc) unCLIP Models; GLIGEN; Model Merging; LCM models and Loras; SDXL Turbo; AuraFlow; Latent previews with TAESD; Starts up very fast. Using the v2 inpainting model and the "Pad Image for Outpainting" node (load it in ComfyUI to see the workflow): Example. Unpack the SeargeSDXL folder from the latest release into ComfyUI/custom_nodes, overwrite existing files. After the first 1x upscale the rescale is set to 1. The workflow has an upscaler and I set the default to 1024x1024. The ComfyUI workflow seamlessly integrates text-to-image (Stable Diffusion) and image-to-video (Stable Video Diffusion) technologies for efficient text-to-video conversion. I played with the models it uses and somehow created my own simplified alternative. Lora. You can see examples, instructions, and code in this repository. We would like to show you a description here but the site won’t allow us. Therefore, we recommend finding a 2x, 3x and 4x model. Something that could use tiledksampler or ultimate upscale node with CNtLLite node. How to use this workflow. Restart ComfyUI. 5 you should switch not only the model but also the VAE in workflow ;) Apr 26, 2024 · 1. outputs¶ IMAGE. Click the Load button and select the . It supports txt2img with a 2048 upscale. : for use with SD1. The latent upscaling consists of two simple steps: upscaling the samples in latent space and performing the second sampler pass. Make sure you put your Stable Diffusion checkpoints/models (the huge ckpt/safetensors files) in: ComfyUI\models\checkpoints. Simply download, extract with 7-Zip and run. Place them into the models/upscale_models directory of ComfyUI. Oct 22, 2023 · Obtain the ESRGAN or other upscale models of your choice. As a pivotal catalyst within SUPIR, model scaling dramatically enhances Features. x and SDXL. Some commonly used blocks are Loading a Checkpoint Model, entering a prompt, specifying a sampler, etc. Feb 7, 2024 · If you don’t have any upscale model in ComfyUI, download the 4x NMKD Superscale model from the link below: 4x NMKD Superscale; After downloading this model, place it in the following directory: ComfyUI_windows_portable\ComfyUI\models\upscale_models. Loras are patches applied on top of the main MODEL and the CLIP model so to use them put them in the models/loras directory and use the LoraLoader node like this: The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI. Leveraging multi-modal techniques and advanced generative prior, SUPIR marks a significant advance in intelligent and realistic image restoration. 0. LATENT. For the positive prompts, don't forget to add the “couple” tag so that there is interaction between the prompts. Unlike other methods, Tile ControlNet is incredibly VRAM-friendly, making it Oct 21, 2023 · Latent upscale method. Close ComfyUI and restart it. There may be something better out there for this, but I've not found it. com/fofr/cog-comfyui Feb 7, 2024 · The simplicity of this workflow is obvious: there is no clutter - and even the beginners can understand it very quickly! If you have issues with missing nodes - just use the ComfyUI manager to "install missing nodes". Fully supports SD1. The model used for upscaling. The target width in pixels. The resized images. P. . Apr 30, 2024 · Description. I want to replicate the "upscale" feature inside "extras" in A1111, where you can select a model and the final size of the image. Embeddings/Textual Inversion. Inputs of “Apply ControlNet” Node. Jan 11, 2024 · Even though the previous tests had their constraints Unsampler adeptly addresses this issue delivering an user experience within ComfyUI. ESRGAN Upscaler models : I recommend getting an UltraSharp model (for photos) and Remacri (for paintings), but there are many options optimized for Sep 10, 2023 · yes. This was the base for my own workflows. Embeddings/Textual inversion. Can load ckpt, safetensors and diffusers models/checkpoints. The denoise controls the amount of noise added to the image. This step integrates ControlNet into your ComfyUI workflow, enabling the application of additional conditioning to your image generation process. 16. SDXL Turbo is a SDXL model that can generate consistent images in a single step. It basically lets you use images in your prompt. The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI. This repo (opens in a new tab) contains examples of what is achievable with ComfyUI (opens in a new tab). Download it and place it in your input folder. image. This ComfyUI workflow incorporates the CCSR (Content Consistent Super-Resolution) model, designed to enhance content consistency in super-resolution tasks. full_sample_opt provides the KSAMPLE to use for the unified sample, or base_sample if it is omitted. In this workflow, you will experience how SUPIR restores and upscales images to achieve photo-realistic results. workflow comfyui sdxl comfyui comfy research. Open a command line window in the custom_nodes directory. Navigate to your ComfyUI/custom_nodes/ directory. Additionally, it incorporates the 4xAnimateSharp Model for comparison purposes. The reason for the strange noise artifacts is actually poor latent upscaling between stages. Img2Img. SDXL Turbo Examples. This workflow allows you to generate videos directly from text descriptions, starting with a base image that evolves into a So this time I decided to modify Ultra Upscale Ver 3. This is the before: This is the after: The rescale factors are always relative to the original image size. By examining key examples, you'll gradually grasp the process of crafting your unique workflows. Aug 16, 2023 · Here you can download both workflow files and images. Wether or not to center-crop the image to maintain the aspect ratio of the original latent images. upscale_method. If the workflow is not loaded, drag and drop the image you downloaded earlier. xw rz cl ej pp jg ct ar xm nn