Comfyui outpainting example

Comfyui outpainting example. amount to pad above the image. We will use Stable Diffusion AI and AUTOMATIC1111 GUI. For example: 896x1152 or 1536x640 are good resolutions. Note: The authors of the paper didn't mention the outpainting task for their Unity is the ultimate entertainment development platform. A common hurdle encountered with ComfyUI’s InstantID for face swapping lies in its tendency to maintain the composition of the . workflow. These are examples demonstrating the ConditioningSetArea node. You signed in with another tab or window. Mar 21, 2024 · Expanding the borders of an image within ComfyUI is straightforward, and you have a couple of options available: basic outpainting through native nodes or with the experimental ComfyUI-LaMA-Preprocessor custom node. You can replace the first with an image import node. The goal here is to determine the amount and direction of expansion for the image. May 16, 2024 · Simple Outpainting Example. About FLUX. Using ComfyUI Online. Created by: OpenArt: In this workflow, the first half of the workflow just generates an image that will be outpainted later. inputs. The workflow for the example can be found inside the 'example' directory. Flux is a family of diffusion models by black forest labs. Workflow features: RealVisXL V3. ai/workflows/openart/outpainting-with-seam-fix/aO8mb2DFYJlyr7agH7p9 With a few modifications. Here's an example with the anythingV3 model: Example Outpainting. inputs Feb 25, 2024 · In this video I will illustrate three ways of outpainting in confyui. Blending inpaint. Feature/Version Flux. Area Composition Examples | ComfyUI_examples (comfyanonymous. Outpainting in ComfyUI. IPAdapter plus. Check my ComfyUI Advanced Understanding videos on YouTube for example, part 1 and part 2. 1 Pro Flux. Follow our step-by-step guide to achieve coherent and visually appealing results. A good place to start if you have no idea how any of this works ComfyUI is a popular tool that allow you to create stunning images and animations with Stable Diffusion. These are examples demonstrating how to do img2img. Inpainting Examples: 2. Load the example in ComfyUI to view the full workflow. Oct 22, 2023 · ComfyUI Tutorial Inpainting and Outpainting Guide 1. However, it is not for the faint hearted and can be somewhat intimidating if you are new to ComfyUI. - Acly/comfyui-inpaint-nodes Sep 7, 2024 · SDXL Examples. 0. Reload to refresh your session. Note that this example uses the DiffControlNetLoader node because the controlnet used is a diff Get ready to take your image editing to the next level! I've spent countless hours testing and refining ComfyUI nodes to create the ultimate workflow for fla Embark on a journey of limitless creation! Dive into the artistry of Outpainting with ComfyUI's groundbreaking feature for Stable Diffusion. Jan 10, 2024 · 3. Eventually, you'll have to edit a picture to fix a detail or add some more space to one side. inputs¶ image. I didn't say my workflow was flawless, but it showed that outpainting generally is possible. Area Composition Examples. In this example this image will be outpainted: Using the v2 inpainting model and the "Pad Image for Outpainting" node (load it in ComfyUI to see the workflow): Jul 6, 2024 · What is ComfyUI? ComfyUI is a node-based GUI for Stable Diffusion. 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. For the easy to use single file versions that you can easily use in ComfyUI see below: FP8 Checkpoint Version Does anyone have any links to tutorials for "outpainting" or "stretch and fill" - expanding a photo by generating noise via prompt but matching the photo? I've done it on Automatic 1111, but its not been the best result - I could spend more time and get better, but I've been trying to switch to ComfyUI. Although they are trained to do inpainting, they work equally well for outpainting. This workflow can use LoRAs, ControlNets, enabling negative prompting with Ksampler, dynamic thresholding, inpainting, and more. I found, I could reduce the breaks with tweaking the values and schedules for refiner. json and then drop it in a ComfyUI tab This are some non cherry picked results, all obtained starting from this image You can find the processor in image/preprocessors Dec 19, 2023 · In the standalone windows build you can find this file in the ComfyUI directory. ComfyUI breaks down a workflow into rearrangeable elements so you can easily make your own. It lays the foundational work necessary for the expansion of the image, marking the first step in the Outpainting ComfyUI process. Rename this file to extra_model_paths. I made this using the following workflow with two images as a starting point from the ComfyUI IPAdapter node repository. Download the following example workflow from here or drag and drop the screenshot into ComfyUI. In this section, I will show you step-by-step how to use inpainting to fix small defects. This guide provides a step-by-step walkthrough of the Inpainting workflow, teaching you how to modify specific parts of an image without affecting the rest. In this example we use SDXL for outpainting. right Nodes for better inpainting with ComfyUI: Fooocus inpaint model for SDXL, LaMa, MAT, and various other tools for pre-filling inpaint & outpaint areas. Discover the unp Apr 26, 2024 · Workflow. Some commonly used blocks are Loading a Checkpoint Model, entering a prompt, specifying a sampler, etc. I've been wanting to do this for a while, I hope you enjoy it!*** Links from the Video Aug 26, 2024 · FLUX is a new image generation model developed by . Here's how you can do just that within ComfyUI. 0 Inpainting model: SDXL model that gives the best results in my testing #comfyui #aitools #stablediffusion Outpainting enables you to expand the borders of any image. The clipdrop "uncrop" gave really good Sep 7, 2024 · There is a "Pad Image for Outpainting" node to automatically pad the image for outpainting while creating the proper mask. Flux Examples. See my quick start guide for setting up in Google’s cloud server. This image can then be given to an inpaint diffusion model via the VAE Encode for Inpainting . A method of Out Painting In ComfyUI by Rob Adams. Area composition with Anything-V3 + second pass with AbyssOrangeMix2_hard. This image contain 4 different areas: night, evening, day, morning. LoRA. Expanding an image by outpainting with this ComfyUI workflow. As an example we set the image to extend by 400 pixels. Created by: Prompting Pixels: Basic Outpainting Workflow Outpainting shares similarities with inpainting, primarily in that it benefits from utilizing an inpainting model trained on partial image data sets for the task. In this example this image will be outpainted: Using the v2 inpainting model and the “Pad Image for Outpainting” node (load it in ComfyUI to see the workflow): Examples of ComfyUI workflows. yaml and edit it with your favorite text editor. Welcome to the ComfyUI Community Docs!¶ This is the community-maintained repository of documentation related to ComfyUI, a powerful and modular stable diffusion GUI and backend. Recommended Workflows. This is a basic outpainting workflow that incorporates ideas from the following videos: ComfyUI x Fooocus Inpainting & Outpainting (SDXL) by Data Leveling. SDXL Examples. SDXL. The aim of this page is to get you up and running with ComfyUI, running your first gen, and providing some suggestions for the next steps to explore. By connecting various blocks, referred to as nodes, you can construct an image generation workflow. They are special models designed for filling in a missing content. 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 depth Controlnet. Outpainting is the same thing as inpainting. amount to pad left of the image. Empowers AI Art creation with high-speed GPUs & efficient workflows, no tech setup needed. ComfyUI is a node-based GUI designed for Stable Diffusion. 1 Dev Flux. Jan 28, 2024 · 12. 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. To use this, download workflows/workflow_lama. 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 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. You can also use similar workflows for outpainting. ProPainter is a framework that utilizes flow-based propagation and spatiotemporal transformer to enable advanced video frame editing for seamless inpainting tasks. 2. In the following image you can see how the workflow fixed the seam. In this example this image will be outpainted: Using the v2 inpainting model and the "Pad Image for Outpainting" node (load it in ComfyUI to see the workflow): Parameter Comfy dtype Description; image: IMAGE: The output 'image' represents the padded image, ready for the outpainting process. In this example this image will be outpainted: Example Pad Image for Outpainting¶ The Pad Image for Outpainting node can be used to to add padding to an image for outpainting. In this example this image will be outpainted: Using the v2 inpainting model and the "Pad Image for Outpainting" node (load it in ComfyUI to see the workflow): The Pad Image for Outpainting node can be used to to add padding to an image for outpainting. Pad Image for Outpainting node. RunComfy: Premier cloud-based Comfyui for stable diffusion. ComfyUI breaks down the workflow into rearrangeable elements, allowing you to effortlessly create your custom workflow. Outpainting for Expanding Imagery. The image to be padded. Mar 19, 2024 · Image model and GUI. However, there are a few ways you can approach this problem. 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. Basically the author of lcm (simianluo) used a diffusers model format, and that can be loaded with the deprecated UnetLoader node. The Pad Image for Outpainting node can be used to to add padding to an image for outpainting. This is what the workflow looks like in ComfyUI: Example workflow: Many things taking place here: note how only the area around the mask is sampled on (40x faster than sampling the whole image), it's being upscaled before sampling, then downsampled before stitching, and the mask is blurred before sampling plus the sampled image is blend in seamlessly into the original image. left. One of the best parts about ComfyUI is how easy it is to download and swap between workflows. Note that it's still technically an "inpainting Created by: gerald hewes: Inspired originally from https://openart. I then went back to the original video and outpainted a frame from each angle (video has 4 different angles). Setting Up for Outpainting. Learn the art of In/Outpainting with ComfyUI for AI-based image generation. Deploy them across mobile, desktop, VR/AR, consoles or the Web and connect with people globally. In the second half othe workflow, all you need to do for outpainting is to pad the image with the "Pad Image for Outpainting" node in the direction you wish to add. ComfyUI Outpaintingワークフローを使用するには： 拡張したい画像から始めます。 Pad Image for Outpaintingノードをワークフローに追加します。 アウトペインティングの設定を行います： left、top、right、bottom：各方向に拡張するピクセル数を指定します。 ComfyUI implementation of ProPainter for video inpainting. image. Created by: Hyejin Lee: This workflow is for Outpainting of Flux-dev version. May 1, 2024 · Learn how to extend images in any direction using ComfyUI's powerful outpainting technique. Use an inpainting model for the best result. 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. The FLUX models are preloaded on RunComfy, named flux/flux-schnell and flux/flux-dev. By following these steps, you can effortlessly inpaint and outpaint images using the powerful features of ComfyUI. The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI. right I think the DALL-E 3 does a good job of following prompts to create images, but Microsoft Image Creator only supports 1024x1024 sizes, so I thought it would be nice to outpaint with ComfyUI. This important step marks the start of preparing for outpainting. Installation¶ May 11, 2024 · This example inpaints by sampling on a small section of the larger image, upscaling to fit 512x512-768x768, then stitching and blending back in the original image. There is a "Pad Image for Outpainting" node to automatically pad the image for outpainting while creating the proper mask. After the image is uploaded, its linked to the "pad image for outpainting" node. The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI (opens in a new tab). . top. When launch a RunComfy Medium-Sized Machine: Select the checkpoint flux-schnell, fp8 and clip t5_xxl_fp8 to avoid out-of-memory issues. The Outpainting ComfyUI Process (Utilizing Inpainting ControlNet I've been working really hard to make lcm work with ksampler, but the math and code are too complex for me I guess. You can construct an image generation workflow by chaining different blocks (called nodes) together. You can see blurred and broken text after Img2Img Examples. Any suggestions Outpainting: Works great but is basically a rerun of the whole thing so takes twice as much time. Dec 26, 2023 · Step 2: Select an inpainting model. Jul 30, 2024 · Outpainting in ComfyUI. T2I-Adapters are used the same way as ControlNets in ComfyUI: using the ControlNetLoader node. Here's a list of example workflows in the official ComfyUI repo. There is a “Pad Image for Outpainting” node to automatically pad the image for outpainting while creating the proper mask. In this guide, we are aiming to collect a list of 10 cool ComfyUI workflows that you can simply download and try out for yourself. The denoise controls the amount of noise added to the image. In this example, the image will be outpainted: Using the v2 inpainting model and the “Pad Image for Outpainting” node (load it in ComfyUI to see the workflow): Feb 26, 2024 · Explore the newest features, models, and node updates in ComfyUI and how they can be applied to your digital creations. ComfyUI Examples. The only way to keep the code open and free is by sponsoring its development. You switched accounts on another tab or window. Still Apr 21, 2024 · Inpainting with ComfyUI isn’t as straightforward as other applications. Apr 11, 2024 · Below is an example for the intended workflow. It happens to get a seam where the outpainting starts, to fix that we apply a masked second pass that will level any inconsistency. Although the process is straightforward, ComfyUI's outpainting is really effective. So I tried to create the outpainting workflow from the ComfyUI example site. Obviously the outpainting at the top has a harsh break in continuity, but the outpainting at her hips is ok-ish. You signed out in another tab or window. Time StampsInt This repo contains examples of what is achievable with ComfyUI. mask: MASK: The output 'mask' indicates the areas of the original image and the added padding, useful for guiding the outpainting algorithms. I also couldn't get outpainting to work properly for vid2vid work flow. github. Expanding an image through outpainting goes beyond its boundaries. Sometimes inference and VAE broke image, so you need to blend inpaint image with the original: workflow. Basic inpainting settings. You can Load these images in ComfyUI to get the full workflow. Outpainting Examples: By following these steps, you can effortlessly inpaint and outpaint images using the powerful features of ComfyUI. ComfyUI IPAdapter Plus; ComfyUI InstantID (Native) ComfyUI Essentials; ComfyUI FaceAnalysis; Not to mention the documentation and videos tutorials. I've explored outpainting methods highlighting the significance of incorporating appropriate information into the outpainted regions to achieve more cohesive outcomes. This is a simple workflow example. In this guide, I’ll be covering a basic inpainting workflow Oct 22, 2023 · As an example, using the v2 inpainting model combined with the “Pad Image for Outpainting” node will achieve the desired outpainting effect. default version defulat + filling empty padding ComfyUI-Fill-Image-for-Outpainting There is a "Pad Image for Outpainting" node that can automatically pad the image for outpainting, creating the appropriate mask. This repo contains examples of what is achievable with ComfyUI. ComfyUI Tutorial Inpainting and Outpainting Guide 1. Use Unity to build high-quality 3D and 2D games and experiences. I did this with the original video because no matter how hard I tried, I couldn't get outpainting to work with anime/cartoon frames. This is because the outpainting process essentially treats the image as a partial image by adding a mask to it. Jul 28, 2024 · Outpainting. Be aware that outpainting is best accomplished with checkpoints that have been That's not entirely true. 1 Schnell; Overview: Cutting-edge performance in image generation with top-notch prompt following, visual quality, image detail, and output diversity. io) Also it can be very diffcult to get the position and prompt for the conditions. This image can then be given to an inpaint diffusion model via the VAE Encode for Inpainting. I demonstrate this process in a video if you want to follow Apr 2, 2024 · In this initial phase, the preparation involves determining the dimensions for the outpainting area and generating a mask specific to this area. jywzyj aedof sid crxg eiyu rtwe tehuw vmr rba dzxho