Comfyui outpainting example

• Comfyui outpainting example. Install the ComfyUI dependencies. Example - low quality, blurred, etc. Aug 10, 2023 · Not sure whats making these images return blanks (not always but every now and then). (I am also using the MultiDiffusion extension to help reduce the VRAM usage. For lower memory usage, load the sd3m/t5xxl_fp8_e4m3fn. May 9, 2024 · Hello everyone, in this video I will guide you step by step on how to set up and perform the inpainting and outpainting process with Comfyui using a new meth. Mar 21, 2024 · 1. In this example this image will be outpainted: Example ComfyUI Tutorial Inpainting and Outpainting Guide 1. ComfyUI is a popular tool that allow you to create stunning images and animations with Stable Diffusion. 0 ComfyUI workflows! Fancy something that in There is a "Pad Image for Outpainting" node that can automatically pad the image for outpainting, creating the appropriate mask. This workflow allows you to enlarge the image in any direction while maintaining the quality of the original image, and Warning. https://youtu. I also couldn't get outpainting to work properly for vid2vid work flow. I've been wanting to do this for a while, I hope you enjoy it!*** Links from the Video May 9, 2024 · Hello everyone, in this video I will guide you step by step on how to set up and perform the inpainting and outpainting process with Comfyui using a new meth This repo contains examples of what is achievable with ComfyUI. This is what the workflow looks like in ComfyUI: 🖌️ ComfyUI implementation of ProPainter framework for video inpainting. Also lets us customize our experience making sure each step is tailored to meet our inpainting objectives. 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。 Jun 22, 2023 · In this example, I will be outpainting a 1024x1536 image to 1536x1536. Rename this file to extra_model_paths. This image can then be given to an inpaint diffusion model via the VAE Encode for Inpainting . Installation¶ Nodes for better inpainting with ComfyUI: Fooocus inpaint model for SDXL, LaMa, MAT, and various other tools for pre-filling inpaint & outpaint areas. ComfyUI is a powerful and modular GUI for diffusion models with a graph interface. For example: C:\Certificates\ Use the following flags to start your ComfyUI instance: –tls-keyfile “C:\Certificates\comfyui_key. These are examples demonstrating the ConditioningSetArea node. Note that Fooocus uses its own inpainting algorithm and models which are downloaded the first time you try to inpaint! Results are really good! Image Prompting (img2img) Image Prompting can be accessed via the Input Image checkbox. It aids in the expansion of an existing image in one or more directions depending on the resolution settings and sampling methods. py Oct 22, 2023 · ComfyUI Tutorial Inpainting and Outpainting Guide 1. You switched accounts on another tab or window. 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. To use the ComfyUI Flux Inpainting workflow effectively, follow these steps: Step 1: Configure DualCLIPLoader Node. Use Unity to build high-quality 3D and 2D games and experiences. Eventually, you'll have to edit a picture to fix a detail or add some more space to one side. Use an inpainting model for the best result. inputs¶ image. Launch ComfyUI by running python main. The only way to keep the code open and free is by sponsoring its development. This is a simple workflow example. The falloff only makes sense for inpainting to partially blend the original content at borders. Feb 26, 2024 · Explore the newest features, models, and node updates in ComfyUI and how they can be applied to your digital creations. You can Load these images in ComfyUI to get the full workflow. You will find many workflow JSON files in this tutorial. Note that it's still technically an "inpainting Pad Image for Outpainting node. Belittling their efforts will get you banned. intuitive, convenient outpainting - that's like the whole point right queueable, cancelable dreams - just start a'clickin' all over the place arbitrary dream reticle size - draw the rectangle of your dreams Jul 28, 2024 · Outpainting. I'm assuming you used Navier-Stokes fill with 0 falloff. Expanding an image by outpainting with this ComfyUI workflow. We will use Stable Diffusion AI and AUTOMATIC1111 GUI. The image to be padded. yaml and edit it with your favorite text editor. 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. ComfyUI IPAdapter Plus; ComfyUI InstantID (Native) ComfyUI Essentials; ComfyUI FaceAnalysis; Not to mention the documentation and videos tutorials. If you have another Stable Diffusion UI you might be able to reuse the dependencies. I'm looking to do the same but I don't have an idea how automatic implementation of said controlnet is correlating with comfy nodes. ComfyUI provides a powerful yet intuitive way to harness Stable Diffusion through a flowchart interface. - Acly/comfyui-inpaint-nodes I then went back to the original video and outpainted a frame from each angle (video has 4 different angles). A lot of people are just discovering this technology, and want to show off what they created. May 1, 2024 · Step 2: Pad Image for Outpainting. ) This is the prompt that was used to generate the image below and is the same one that I will be using for outpainting. As an example we set the image to extend by 400 pixels. Drop them to ComfyUI to use them. Although the process is straightforward, ComfyUI's outpainting is really effective. 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 SDXL Examples. You signed out in another tab or window. 0 has been out for just a few weeks now, and already we're getting even more SDXL 1. 5,0. 0. Although they are trained to do inpainting, they work equally well for outpainting. This image contain 4 different areas: night, evening, day, morning. - Acly/comfyui-inpaint-nodes Aug 10, 2023 · Stable Diffusion XL (SDXL) 1. The clipdrop "uncrop" gave really good Dec 26, 2023 · Step 2: Select an inpainting model. 5) before encoding. The Outpainting ComfyUI Process (Utilizing Inpainting ControlNet ComfyUI . In the negative prompt node, specify what you do not want in the output. workflow video. x, 2. Here's a list of example workflows in the official ComfyUI repo. 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. Area Composition Examples | ComfyUI_examples (comfyanonymous. Custom nodes and workflows for SDXL in ComfyUI. 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): 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. It lays the foundational work necessary for the expansion of the image, marking the first step in the Outpainting ComfyUI process. right You signed in with another tab or window. I've explored outpainting methods highlighting the significance of incorporating appropriate information into the outpainted regions to achieve more cohesive outcomes. Expanding an image through outpainting goes beyond its boundaries. In this section, I will show you step-by-step how to use inpainting to fix small defects. The Foundation of Inpainting with ComfyUI. Dec 8, 2023 · ComfyUI Tutorial Inpainting and Outpainting Guide 1. example. I found, I could reduce the breaks with tweaking the values and schedules for refiner. . This image can then be given to an inpaint diffusion model via the VAE Encode for Inpainting. Check my ComfyUI Advanced Understanding videos on YouTube for example, part 1 and part 2. Time StampsInt Feb 25, 2024 · In this video I will illustrate three ways of outpainting in confyui. Dec 13, 2023 · Inpainting/Outpainting: Inpainting and Outpainting can be accessed via the Input Image checkbox. Discover a ComfyUI workflow for stunning product photography. For higher memory setups, load the sd3m/t5xxl_fp16. Do the following steps if it doesn’t work. Next, we’ll expand a new image into a square. Actually upon closer look the "Pad Image for Outpainting" is fine. 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): Parameter Comfy dtype Description; image: IMAGE: The output 'image' represents the padded image, ready for the outpainting process. Any suggestions Outpainting: Works great but is basically a rerun of the whole thing so takes twice as much time. Jul 18, 2023 · This is the result of my first venture into creating an infinite zoom effect using ComfyUI. However, due to the more stringent requirements, while it can generate the intended images, it should be used carefully as conflicts between the interpretation of the AI model and ControlNet's enforcement can lead to a degradation in quality. Apr 21, 2024 · Inpainting with ComfyUI isn’t as straightforward as other applications. Welcome to the unofficial ComfyUI subreddit. For some reason when i tried to render it in Inpaint uptlload, it didn't accept the original resolution of my composition in inpainting (600x900), giving me the error I've watched a video about resizing and outpainting an image with inpaint controlnet on automatic1111. 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. Discover the unp Img2Img Examples. Check the updated workflows in the example directory! Remember to refresh the browser ComfyUI page to clear up the local cache. Only the LCM Sampler extension is needed, as shown in this video. 5 model prefers to generate images that are 512x512 pixels in size. After all lines are connected, right-click on the Load Image node and click Open in MaskEditor in the menu. Created by: OpenArt: In this workflow, the first half of the workflow just generates an image that will be outpainted later. It has 7 workflows, including Yolo World ins The Pad Image for Outpainting node can be used to to add padding to an image for outpainting. One of the best parts about ComfyUI is how easy it is to download and swap between workflows. Note that this example uses the DiffControlNetLoader node because the controlnet used is a diff 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. Important: this update breaks the previous implementation of FaceID. This important step marks the start of preparing for outpainting. In the example below an image is loaded using the load image node, and is then encoded to latent space with a VAE encode node, letting us perform image to image tasks. If you watch a lot of Stable Diffusion videos like me, I’ve seen many YouTubers shifting from A1111 to ComfyUI as it supports a deeper set of customizations with custom nodes from the community. Jan 26, 2024 · ComfyUI: At the other end of the spectrum is the increasingly popular ComfyUI tool for image generation. Time StampsInt Aug 26, 2024 · How to use the ComfyUI Flux Inpainting. There is a "Pad Image for Outpainting" node to automatically pad the image for outpainting while creating the proper mask. This is because the outpainting process essentially treats the image as a partial image by adding a mask to it. Outpainting for Expanding Imagery. I demonstrate this process in a video if you want to follow Obviously the outpainting at the top has a harsh break in continuity, but the outpainting at her hips is ok-ish. Load the example in ComfyUI to view the full workflow. Once you enter the MaskEditor, you can smear the places you want to change. I've been working really hard to make lcm work with ksampler, but the math and code are too complex for me I guess. Jul 30, 2024 · Outpainting in ComfyUI. Aug 29, 2024 · There is a "Pad Image for Outpainting" node to automatically pad the image for outpainting while creating the proper mask. 2023/12/28: Added support for FaceID Plus models. The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI. However, it is not for the faint hearted and can be somewhat intimidating if you are new to ComfyUI. 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. As always the examples directory is full of workflows for you to play with. Support for SD 1. amount to pad left of the image. Deploy them across mobile, desktop, VR/AR, consoles or the Web and connect with people globally. After the image is uploaded, its linked to the "pad image for outpainting" node. The denoise controls the amount of noise added to the image. pem” –tls-certfile “C:\Certificates\comfyui_cert. Comflowy. ControlNet, on the other hand, conveys it in the form of images. Our journey starts with choosing not to use the GitHub examples but rather to create our workflow from scratch. Outpainting Examples: By following these steps, you can effortlessly inpaint and outpaint images using the powerful features of ComfyUI. You can find this in ComfyUI. Contribute to Lhyejin/ComfyUI-Fill-Image-for-Outpainting development by creating an account on GitHub. You signed in with another tab or window. Feb 8, 2024 · #comfyui #aitools #stablediffusion Outpainting enables you to expand the borders of any image. Jan 20, 2024 · Using the workflow file. Outpainting in ComfyUI Expanding an image by outpainting with this ComfyUI workflow. 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. These are examples demonstrating how to do img2img. Learn to blend, relight Installing ComfyUI can be somewhat complex and requires a powerful GPU. Outpainting is the same thing as inpainting. amount to pad above the image. This node is specifically meant to be used for diffusion models trained for inpainting and will make sure the pixels underneath the mask are set to gray (0. The goal here is to determine the amount and direction of expansion for the image. Models will typically also allow for some factors of the width or height values to be used, as long as the product of the dimensions equals the same number Example 2) For this one I created a 600x900 canvas, place the picture in the canvas, transformed it and created my selection and send it to Inpaint upload. EDIT: There is something already like this built in to WAS. you wont get obvious seams or strange lines Oct 22, 2023 · ComfyUI Tutorial Inpainting and Outpainting Guide 1. In this guide, I’ll be covering a basic inpainting workflow Dec 19, 2023 · In the standalone windows build you can find this file in the ComfyUI directory. Jan 10, 2024 · 3. " Nodes for better inpainting with ComfyUI: Fooocus inpaint model for SDXL, LaMa, MAT, and various other tools for pre-filling inpaint & outpaint areas. Users can drag and drop nodes to design advanced AI art pipelines, and also take advantage of libraries of existing workflows. Created by: gerald hewes: Inspired originally from https://openart. To use this, download workflows/workflow_lama. " City Street Lengthening: "Lengthen a city street image by continuing the road, adding more buildings, cars, and pedestrians to the sides. x, SDXL, LoRA, and upscaling makes ComfyUI flexible. The node allows you to expand a photo in any direction along with specifying the amount of feathering to apply to the edge. left. Basically the author of lcm (simianluo) used a diffusers model format, and that can be loaded with the deprecated UnetLoader node. Here's how you can do just that within ComfyUI. Explore its features, templates and examples on GitHub. pem to a folder where you want to store the certificate in a permanent way. Download the following example workflow from here or drag and drop the screenshot into ComfyUI. The Load Image node now needs to be connected to the Pad Image for Outpainting node, which will extend the image canvas to the desired size. Aug 29, 2024 · SDXL Examples. github. Unity is the ultimate entertainment development platform. SDXL, on the other hand, prefers to generate images that are 1024x1024 pixels in size. Please repost it to the OG question instead. For example, if I want to change the character's hair in the picture to red, I just need to smear the character's hair in the image. And above all, BE NICE. There is a “Pad Image for Outpainting” node to automatically pad the image for outpainting while creating the proper mask. Code Issues Pull requests Feb 24, 2024 · ComfyUI is a node-based interface to use Stable Diffusion which was created by comfyanonymous in 2023. Mar 19, 2024 · Image model and GUI. Any suggestions? I know its not the models i am using, most likely is the seed or noise - but i don't understand this enough. This allows you to concentrate solely on learning how to utilize ComfyUI for your creative projects and develop your workflows. Reload to refresh your session. Contribute to SeargeDP/SeargeSDXL development by creating an account on GitHub. pem and comfyui_key. - GitHub - daniabib/ComfyUI_ProPainter_Nodes: 🖌️ ComfyUI implementation of ProPainter framework for video inpainting. Setting Up for Outpainting. This tutorial focuses on Yolo World segmentation and advanced inpainting and outpainting techniques in Comfy UI. top. Please share your tips, tricks, and workflows for using this software to create your AI art. Still Jan 28, 2024 · 12. Discover the unp I am very well aware of how to inpaint/outpaint in comfyui - I use Krita. 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. Be aware that outpainting is best accomplished with checkpoints that have been T2I-Adapters are used the same way as ControlNets in ComfyUI: using the ControlNetLoader node. However, there are a few ways you can approach this problem. safetensors. Be aware that outpainting is best accomplished with checkpoints that have been Pad Image for Outpainting¶ The Pad Image for Outpainting node can be used to to add padding to an image for outpainting. pem” You signed in with another tab or window. In this endeavor, I've employed the Impact Pack extension and Con Using text has its limitations in conveying your intentions to the AI model. I've been wanting to do this for a while, I hope you enjoy it!*** Links from the Video Installing ComfyUI can be somewhat complex and requires a powerful GPU. A general purpose ComfyUI workflow for common use cases. mask: MASK: The output 'mask' indicates the areas of the original image and the added padding, useful for guiding the outpainting algorithms. 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. Padding the Image. You can replace the first with an image import node. 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. Embark on a journey of limitless creation! Dive into the artistry of Outpainting with ComfyUI's groundbreaking feature for Stable Diffusion. The Pad Image for Outpainting node can be used to to add padding to an image for outpainting. image. Step 2: Configure Load Diffusion Model Node Feb 25, 2024 · In this video I will illustrate three ways of outpainting in confyui. RunComfy: Premier cloud-based Comfyui for stable diffusion. Area composition with Anything-V3 + second pass with AbyssOrangeMix2_hard. May 16, 2024 · Simple Outpainting Example. More specifically, I am rendering at 768x768 with a Hi-Res Fix of 2x. Apr 13, 2024 · For example, the Stable Diffusion 1. 2. In this case he also uses the ModelSamplingDiscrete node from the WAS node suite, supposedly for chained loras, however in my tests that node made no difference whatsoever so it can be ignored as well. 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 In the positive prompt node, type what you want to generate. This node can be found in the Add Node > Image > Pad Image for Outpainting menu. Inpainting Examples: 2. The workflow posted here relies heavily on useless third-party nodes from unknown extensions. To streamline this process, RunComfy offers a ComfyUI cloud environment, ensuring it is fully configured and ready for immediate use. garystafford / bedrock-titan-image-outpainting-example Star 1. Follow the ComfyUI manual installation instructions for Windows and Linux. Note that Fooocus Its solvable, ive been working on a workflow for this for like 2 weeks trying to perfect it for comfyUI but man no matter what you do there are usually some kind of artifacting, its a challenging problem to solve, unless you really want to use this process, my advice would be to generate subject smaller and then crop in and upscale instead. This method not simplifies the process. be/j20P4hAZS1Q. The outpainting function allows artists and casual users of generative AI to have greater control over the final product, in contrast to images that are Feb 8, 2024 · #comfyui #aitools #stablediffusion Outpainting enables you to expand the borders of any image. Oct 22, 2023 · ComfyUI Tutorial Inpainting and Outpainting Guide 1. Basic inpainting settings. See my quick start guide for setting up in Google’s cloud server. (TODO: provide different example using mask) Thanks I think too that the clip_vision of the cropped image wouldn't change much from the full image (at least for the examples provided) I will try your workflow in pure outpainting process on my own images this evening. 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): 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. The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI (opens in a new tab). Example - high quality, best, etc. Example Prompts:# Beach Extension: "Expand a beach scene by adding more sandy shore on both sides, including palm trees and a distant boat on the horizon. I didn't say my workflow was flawless, but it showed that outpainting generally is possible. Please keep posted images SFW. 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. They are special models designed for filling in a missing content. For example: 896x1152 or 1536x640 are good resolutions. 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. It contains advanced techniques like IPadapter, ControlNet, IC light, LLM prompt generating, removing bg and excels at text-to-image generating, image blending, style transfer, style exploring, inpainting, outpainting, relighting. 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. inputs Move comfyui_cert. There was a bug though which meant falloff=0 st Jan 10, 2024 · 2. Info. right Here's an example with the anythingV3 model: Example Outpainting. In order to perform image to image generations you have to load the image with the load image node. Empowers AI Art creation with high-speed GPUs & efficient workflows, no tech setup needed. 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. By following these steps, you can effortlessly inpaint and outpaint images using the powerful features of ComfyUI. inputs. Recommended Workflows. You can also use similar workflows for outpainting. io) Also it can be very diffcult to get the position and prompt for the conditions. 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. ai/workflows/openart/outpainting-with-seam-fix/aO8mb2DFYJlyr7agH7p9 With a few modifications. When outpainting in ComfyUI, you'll pass your source image through the Pad Image for Outpainting node. hjuzmm ykygm ebe kvsumf qjvmxdq aydmlk wqsb jlto houbc lyl