Inpaint workflow comfyui

Inpaint and outpaint with optional text prompt, no tweaking required. It has 7 workflows, including Yolo World ins Sep 1, 2023 · Ready to take your image editing skills to the next level? Join me in this journey as we uncover the most mind-blowing inpainting techniques you won't believ However, this can be clarified by reloading the workflow or by asking questions. Fooocus came up with a way that delivers pretty convincing results. Then press “Queue Prompt” once and start writing your prompt. Video tutorial on how to use ComfyUI, a powerful and modular Stable Diffusion GUI and backend, is here . 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. I try to add some kind of object to the scene via inpaint in comfyui, sometimes using lora, fooocus generates a very good quality of object, while comfyui is not acceptable at all. ComfyUI serves as a node-based graphical user interface for Stable Diffusion. ComfyUI Outpainting Preparation: This step involves setting the dimensions for the area to be outpainted and creating a mask for the outpainting area. ago. comfyUI stands out as an AI drawing software with a versatile node-based and flow-style custom workflow. Node setup 1 below is based on the original modular scheme found in ComfyUI_examples -> Inpainting. 0. The workflow first generates an image from your given prompts and then uses that image to create a video. Version 4. youtube. com/dataleveling/ComfyUI-Inpainting-Outpainting-FooocusGithubComfyUI Inpaint Nodes (Fooocus): https://github. Sep 30, 2023 · If you're running on Linux, or non-admin account on windows you'll want to ensure /ComfyUI/custom_nodes, ComfyUI_I2I, and ComfyI2I. This is the official repository of the paper HandRefiner: Refining Malformed Hands in Generated Images by Diffusion-based Conditional Inpainting. ComfyUI doesn't have a mechanism to help you map your paths and models against my paths and models. I made this using the following workflow with two images as a starting point from the ComfyUI IPAdapter node repository. 1. Jan 10, 2024 · This method not simplifies the process. Many of the workflow guides you will find related to ComfyUI will also have this metadata included. I was having trouble getting ComfyUI's typical inpainting tools to work properly with a merge of PonyXL (which people seem to have issues with. Enter the inpainting prompt (what you want to paint in the mask) on the right prompt and any ComfyUI is not supposed to reproduce A1111 behaviour. 1 Inpainting work in ComfyUI? I already tried several variations of puttin a b/w mask into image-input of CN or encoding it into latent input, but nothing worked as expected. 7, 'subject': 0. • 10 mo. com/Acly/comfyui-inpain Video has three examples created using still images, simple masks, IP-Adapter and the inpainting controlnet with AnimateDiff in ComfyUI. Create a new saved reply. Otherwise it will default to system and assume you followed ConfyUI's manual installation steps. I want to inpaint at 512p (for SD1. I built this inpainting workflow as an effort to imitate the A1111 Masked-Area-Only inpainting experience. I tried to find a good Inpaint workflow and just found a bunch of wild workflows that wanted a million nodes and had a bunch of different functions. To load the associated flow of a generated image, simply load the image via the Load button in the menu, or drag and drop it into the ComfyUI window. Introduction. SDXL Default ComfyUI workflow. To show the workflow graph full screen. 2 workflow. 8). Nodes for better inpainting with ComfyUI: Fooocus inpaint model for SDXL, LaMa, MAT, and various other tools for pre-filling inpaint & outpaint areas. It's the preparatory phase where the groundwork for extending the May 2, 2023 · How does ControlNet 1. These versatile workflow templates have been designed to cater to a diverse range of projects, making them compatible with any SD1. but mine do include workflows for the most part in the video description. 3}) Here, photo_with_gap. The following images can be loaded in ComfyUI open in new window to get the full workflow. Download models from lllyasviel/fooocus_inpaint to ComfyUI/models/inpaint. Installing SDXL-Inpainting. not that I've found yet unfortunately - look in the comfyui subreddit, there's a few inpainting threads that can help you. Merging 2 Images together. 1)"と Mar 20, 2024 · What is ComfyUI? ComfyUI is a node-based GUI for Stable Diffusion. Here’s an example workflow. May 9, 2023 · I'm finding that I have no idea how to make this work with the inpainting workflow I am used to using in Automatic1111. Nov 8, 2023 · from comfyui import inpaint_with_prompt # Guide the inpainting process with weighted prompts custom_image = inpaint_with_prompt('photo_with_gap. 5 there is ControlNet inpaint, but so far nothing for SDXL. - Acly/comfyui-inpaint-nodes Dec 10, 2023 · Introduction to comfyUI. You can construct an image generation workflow by chaining different blocks (called nodes) together. com/wenquanlu/HandRefinerControlnet inp I wanted a flexible way to get good inpaint results with any SDXL model. Nobody needs all that, LOL. Note: the images in the example folder are still embedding v4. Reply. ControlNet canny edge. It looks like you used both the VAE for inpainting, and Set Latent Noise Mask, I don't believe you use both in your workflow, they're two different ways of processing the image for inpainting. New Features. You signed in with another tab or window. ComfyUI nodes to crop before sampling and stitch back after sampling that speed up inpainting - lquesada/ComfyUI-Inpaint-CropAndStitch Download the linked JSON and load the workflow (graph) by using the "Load" button in Comfy. ComfyUI IPAdapter Plus; ComfyUI InstantID (Native) ComfyUI Essentials; ComfyUI FaceAnalysis; Comfy Dungeon; Not to mention the documentation and videos tutorials. Oct 20, 2023 · この記事では上記のワークフローを参考に「動画の一部をマスクし、inpaintで修正する」方法を試してみます。 必要な準備. Go to the stable-diffusion-xl-1. • 1 mo. ive got 3 tutorials that can teach you how to set up a decent comfyui inpaint workflow. Prior to starting, ensure comfortable usage of ComfyUI by familiarizing with its installation guide and updating it via the ComfyUI Manager. 1), 1girlで生成。 黒髪女性の画像がブロンド女性に変更される。 画像全体に対してi2iをかけてるので人物が変更されている。 手作業でマスクを設定してのi2i 黒髪女性の画像の目 Apr 22, 2024 · SDXL ComfyUI ULTIMATE Workflow. Primarily targeted at new ComfyUI users, these templates are ideal for The comfyui version of sd-webui-segment-anything. I then recommend enabling Extra Options -> Auto Queue in the interface. text_to_image. bat you can run to install to portable if detected. 0-inpainting-0. ControlNet Depth ComfyUI workflow. It generates random image, detects the face, automatically detect image size and creates mask for inpaint, finally inpainting chosen face on generated image. Mar 30, 2023 · #stablediffusionart #stablediffusion #stablediffusionai In this Video I have Explained Text2img + Img2Img Workflow On ComfyUI With Latent Hi-res Fix and Ups Welcome to the unofficial ComfyUI subreddit. Support for FreeU has been added and is included in the v4. 👍 1 reacted with thumbs up emoji 👎 1 reacted with thumbs down emoji 😄 1 reacted with laugh emoji 1 reacted with hooray emoji 😕 1 reacted with confused emoji ️ 1 reacted with heart emoji 🚀 1 reacted with rocket emoji 👀 1 reacted with eyes emoji. Run ComfyUI workflows even on low-end hardware. Figure 1: Stable Diffusion (first two rows) and SDXL (last row) generate malformed hands (left in Load the workflow by choosing the . A good place to start if you have no idea how any of this works Welcome to the unofficial ComfyUI subreddit. It's a small and flexible patch which can be applied to any SDXL checkpoint and will transform it into an inpaint model. The AP Workflow offers the capability to inpaint and outpaint a source image loaded via the Uploader function with the inpainting model developed by @lllyasviel for the Fooocus project, and ported to ComfyUI by @acly. Please share your tips, tricks, and workflows for using this software to create your AI art. safetensors to diffusers_sdxl_inpaint_0. It took me hours to get one I'm more or less happy with, where I feather the mask ( feather nodes usually don't work how I want to, so I use mask2image, blur the image, then image2mask ), 'only masked area' where it also apply to the controlnet ( applying it to the controlnet was probably the worst part ), and Sep 2, 2023 · It is in huggingface format so to use it in ComfyUI, download this file and put it in the ComfyUI/models/unet directory. Fooocus inpaint model in comfyUI? Fooocus' inpaint is by far the highest quality I have ever seen, finding a high quality and easy to use inpaint workflow is so difficult for me. py: Gradio app for simplified SDXL Turbo UI; requirements. Create animations with AnimateDiff. . Oct 18, 2023 · 私はComfyUIを使用し始めて3日ぐらいの初心者です。 インターネットの海を駆け巡って集めた有益なガイドを一つのワークフローに私が使う用にまとめたので、それを皆さんに共有したいと思います。 このワークフローは下記のことができます。 [共通] ・画像のサイズを拡大する(Upscale) ・手を Feb 1, 2024 · 12. json: Image-to-image workflow for SDXL Turbo; high_res_fix. 5 KB ファイルダウンロードについて ダウンロード CLIPSegのtextに"hair"と設定。髪部分のマスクが作成されて、その部分だけinpaintします。 inpaintする画像に"(pink hair:1. Advanced Template. A reminder that you can right click images in the LoadImage node This image outpainting workflow is designed for extending the boundaries of an image, incorporating four crucial steps: 1. com Aug 5, 2023 · A series of tutorials about fundamental comfyUI skillsThis tutorial covers masking, inpainting and image manipulation. Dec 4, 2023 · Easy starting workflow. You do a manual mask via Mask Editor, then it will feed into a ksampler and inpaint the masked area. Welcome to the unofficial ComfyUI subreddit. Share Add a Comment. Share. Streamlined interface for generating images with AI in Krita. The problem with it is that the inpainting is performed at the whole resolution image, which makes the model perform poorly on already upscaled images. The only way to keep the code open and free is by sponsoring its development. Mar 21, 2024 · To use ComfyUI-LaMA-Preprocessor, you'll be following an image-to-image workflow and add in the following nodes: Load ControlNet Model, Apply ControlNet, and lamaPreprocessor: When setting the lamaPreprocessor node, you'll decide whether you want horizontal or vertical expansion and then set the amount of pixels you want to expand the image by Nov 4, 2023 · Demonstrating how to use ControlNet's Inpaint with ComfyUI. Here is a suggested workflow using nodes that are typically available in advanced stable diffusion pipeline environments like ComfyUI: - Image Input Node: This node will be used to input the image you wish to mask. Contains multi-model / multi-LoRA support, Ultimate SD Upscaling, Segment Anything, and Face Detailer. A good place to start if you have no idea how any of this works is the: Think Diffusion's Stable Diffusion ComfyUI Top 10 Cool Workflows. safetensors, stable_cascade_inpainting. This is a collection of AnimateDiff ComfyUI workflows. Table of contents. Nudify Workflow 2. Check my ComfyUI Advanced Understanding videos on YouTube for example, part 1 and part 2. ComfyUI Txt2Video with Stable Video Diffusion. The graph is locked by default. Also lets us customize our experience making sure each step is tailored to meet our inpainting objectives. its the kind of thing thats a bit fiddly to use so using someone elses workflow might be of limited use to you. safetensors. Encompassing QR code, Interpolation (2step and 3step), Inpainting, IP Adapter, Motion LoRAs, Prompt Scheduling, Controlnet, and Vid2Vid. Inputs of “Apply ControlNet” Node. Feb 29, 2024 · Automatic Face Inpainting Workflow: Upload an image into the FaceDetailer workflow, adjust the prompt if necessary, and queue the prompt for processing, which will fix any issue with facials details. MaskDetailer seems like the proper solution so finding that as the answer after several hours is nice x) 1. 0 (ComfyUI) This is a ComfyUI workflow to nudify any image and change the background to something that looks like the input background. Feb 24, 2024 · ComfyUI is a node-based interface to use Stable Diffusion which was created by comfyanonymous in 2023. This step integrates ControlNet into your ComfyUI workflow, enabling the application of additional conditioning to your image generation process. A lot of people are just discovering this technology, and want to show off what they created. ComfyUI nodes to crop before sampling and stitch back after sampling that speed up inpainting - lquesada/ComfyUI-Inpaint-CropAndStitch . Due to how this method works, you'll always get two outputs. So, when you download the AP Workflow (or any other workflow), you have to review each and every node to be sure that they point to your version of the model that you see in the picture. This model can then be used like other inpaint models, and provides the same benefits. Enter this workflow to the rescue. Advanced example This example inpaints by sampling on a small section of the larger image, but expands the context using a second (optional) context mask. 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. The water one uses only a prompt and the octopus tentacles (in reply below) has both a text prompt and IP-Adapter hooked in. There is now a install. In the unlocked state, you can select, move and modify nodes. In the locked state, you can pan and zoom the graph. Extension: Bmad Nodes This custom node offers the following functionalities: API support for setting up API requests, computer vision primarily for masking or collages, and general utility to streamline workflow setup or implement essential missing features. Ideal for those looking to refine their image generation results and add a touch of personalization to their AI projects. Currently, this method utilized the VAE Encode & Inpaint method as it needs to iteralively denoise on each step. g. json This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. As other have said a few items like clip skipping and style prompting would be great (I see they are planned). To review, open the file in an editor that reveals hidden Unicode characters. 1/unet folder, As stated in the paper, we recommend using a smaller control strength (e. Apr 11, 2024 · workflow. ComfyUI Examples. In the step we need to choose the model, for inpainting. Users have the ability to assemble a workflow for image generation by linking various blocks, referred to as nodes. Some commonly used blocks are Loading a Checkpoint Model, entering a prompt, specifying a sampler, etc. If you want to use Stable Video Diffusion in ComfyUI, you should check out this txt2video workflow that lets you create a video from text. bat in the update folder. This is useful to get good faces. Otherwise it will default to system and assume you followed ComfyUI's manual installation steps. ControlNet. A somewhat decent inpainting workflow in comfyui can be a pain in the ass to make. Sometimes inference and VAE broke image, so you need to blend inpaint image with the original: workflow. This will automatically parse the details and load all the relevant nodes, including their settings. In the top Preview Bridge, right click and mask the area you want to inpaint. 3. www. Enter your main image's positive/negative prompt and any styling. For SD1. So, I just made this workflow ComfyUI. Skip to content Jan 3, 2024 · Comfyui work flow w/ HandRefiner, easy and convenient hand correction or hand fix. It starts on the left-hand side with the checkpoint loader, moves to the text prompt (positive and negative), onto the size of the empty latent image, then hits the Ksampler, vae decode and into the save image node. This repo contains examples of what is achievable with ComfyUI. 2. The image dimension should only be changed on the Empty Latent Image node, everything else is automatic. Please keep posted images SFW. Inpainting a woman with the v2 inpainting model: Example Aug 30, 2023 · Choose base model / dimensions and left side KSample parameters. For legacy functionality, please pull this PR. Mar 28, 2024 · Workflow based on InstantID for ComfyUI. Note that I renamed diffusion_pytorch_model. Discord: Join the community, friendly Welcome to the unofficial ComfyUI subreddit. 0 is an all new workflow built from scratch! Learn the art of In/Outpainting with ComfyUI for AI-based image generation. IPAdapter plus. To remove the reference latent from the output, simple use a Batch Index Select node. py has write permissions. Per the ComfyUI Blog, the latest update adds “Support for SDXL inpaint models”. I have an image that has several items that I would like to replace using inpainting, eg 3 cats in a row, and I'd like to change the colour of each of them. 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. Sand to water: Here is a workflow for using it: Save this image then load it or drag it on ComfyUI to get the workflow. DISCLAIMER: I AM NOT RESPONSIBLE OF WHAT THE END USER DOES WITH IT. workflow. The following images can be loaded in ComfyUI to get the full workflow. json: Text-to-image workflow for SDXL Turbo; image_to_image. ALL THE EXAMPLES IN THE POST ARE BASED ON AI GENERATED REALISTIC MODELS. The initial set includes three templates: Simple Template. Also added a comparison with the normal inpaint Share and Run ComfyUI workflows in the cloud. workflow Feb 13, 2024 · Workflow: https://github. json: High-res fix workflow to upscale SDXL Turbo images; app. Inpainting a cat with the v2 inpainting model: Example. It's simple and straight to the point. 3 denoise to add more details. There is an install. Nov 23, 2023 · Select a reply. LoRA. Creating such workflow with default core nodes of ComfyUI is not comfy uis inpainting and masking aint perfect. Now you can use the model also in ComfyUI! Workflow with existing SDXL checkpoint patched on the fly to become an inpaint model. Jan 12, 2024 · With Inpainting we can change parts of an image via masking. Just load your image, and prompt and go. Upscaling ComfyUI workflow. Inpainting a cat with the v2 inpainting model: Inpainting a woman with the v2 inpainting model: It also works with non inpainting models. Blending inpaint. Read more. Everything you need to generate amazing images! Packed full of useful features that you can enable and disable on the fly. ControlNet Workflow. You switched accounts on another tab or window. You can see blurred and broken text after inpainting in the first image and how I suppose to repair it. Render. json file for inpainting or outpainting. Dec 26, 2023 · The inpainting functionality of fooocus seems better than comfyui's inpainting, both in using VAE encoding for inpainting and in setting latent noise masks Feb 2, 2024 · img2imgのワークフロー i2i-nomask-workflow. txt: Required Python packages upscale the masked region to do an inpaint and then downscale it back to the original resolution when pasting it back in. 1. But standard A1111 inpaint works mostly same as this ComfyUI example you provided. With simple setups the VAE Encode/Decode steps will cause changes to the unmasked portions of the Inpaint frame ComfyUI also has a mask editor that can be accessed by right clicking an image in the LoadImage node and "Open in MaskEditor". You can right-click on the input image and there are some options there for drawing a mask. I'll make this more clear in the documentation. Thing you are talking about is "Inpaint area" feature of A1111 that cuts masked rectangle, passes it through sampler and then pastes back. json 11. (optional) output workflow file name (default: "workflow") Example This command will generate 'albert. 44 KB ファイルダウンロードについて ダウンロード プロンプトに(blond hair:1. If you get bad results, you need to play ComfyUI Inpaint Color Shenanigans (workflow attached) In a minimal inpainting workflow, I've found that both: The color of the area inside the inpaint mask does not match the rest of the 'no-touch' (not masked) rectangle (the mask edge is noticeable due to color shift even though content is consistent) The rest of the 'untouched' rectangle's Mar 13, 2024 · This tutorial focuses on Yolo World segmentation and advanced inpainting and outpainting techniques in Comfy UI. I can't seem to figure out how to accomplish this in comfyUI. These nodes include common operations such as loading a model, inputting prompts, defining samplers and more. 4 - 0. Belittling their efforts will get you banned. Then you can use the advanced->loaders->UNETLoader node to load it. HandRefiner Github: https://github. The mask can be created by:- hand with the mask editor- the SAMdetector, where we place one or m TurbTastic. fp16. json' workflow, which should include all the required nodes for face reference images in the 'C:\Users\Admin\Desktop\ALBERT' folder. Nov 13, 2023 · A recent change in ComfyUI conflicted with my implementation of inpainting, this is now fixed and inpainting should work again. ) where it would work fine on A1111. Jan 20, 2024 · ComfyUIで顔をin-paintingするためのマスクを生成する手法について、手動1種類 + 自動2種類のあわせて3種類の手法を紹介しました。 それぞれに一長一短があり状況によって使い分けが必要にはなるものの、ボーン検出を使った手法はそれなりに強力なので労力 Jan 8, 2024 · Upon launching ComfyUI on RunDiffusion, you will be met with this simple txt2img workflow. jaywv1981. Intermediate Template. ComfyUI also has a mask editor that can be accessed by right clicking an image in the LoadImage node and "Open in MaskEditor". It lays the foundation for applying visual guidance alongside text prompts. 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. This is useful to redraw parts that get messed up when Sep 3, 2023 · Here is how to use it with ComfyUI. Mar 20, 2024 · Loading the “Apply ControlNet” Node in ComfyUI. Promptless outpaint/inpaint canvas updated. ↑ Node setup 1: Classic SD Inpaint mode (Save portrait and image with hole to your PC and then drag and drop portrait into you ComfyUI Feb 2, 2024 · テキストプロンプトでマスクを生成するカスタムノードClipSegを使ってみました。 ワークフロー workflow clipseg-hair-workflow. Reload to refresh your session. With the Windows portable version, updating involves running the batch file update_comfyui. You should use one or the other. json 8. And above all, BE NICE. png is your image file, and prompts is a dictionary where you assign weights to different aspects of the image, with the numbers I got a workflow working for inpainting (the tutorial which show the inpaint encoder should be removed because its missleading). Input : Image to nudify. However, in a test a few minutes ago with a fully updated ComfyUI and up to date custom nodes, everything worked fine and other users on Discord have already posted several pictures created with this version of the workflow and without any currently reported problems. With ComfyUI leading the way and an empty canvas, in front of us we set off on this thrilling adventure. If you're running on Linux, or non-admin account on windows you'll want to ensure /ComfyUI/custom_nodes and comfyui_controlnet_aux has write permissions. png', prompts={'background': 0. - storyicon/comfyui_segment_anything Based on GroundingDino and SAM, use semantic strings to segment any element in an image. Here is an example for how to use the Inpaint Controlnet, the example input image can be found here. To toggle the lock state of the workflow graph. ComfyUI breaks down a workflow into rearrangeable elements so you can easily make your own. safetensors to make things more clear. It seems that to prevent the image degrading after each inpaint step I need to complete the changes in latent space, avoiding a decode Adds two nodes which allow using Fooocus inpaint model. Img2Img ComfyUI workflow. These originate all over the web on reddit, twitter, discord, huggingface, github, etc. Latent inpaint multiple passes workflow. Start image. It offers convenient functionalities such as text-to-image As someone relatively new to AI imagery, I started off with Automatic 1111 but was tempted by the flexibility of ComfyUI but felt a bit overwhelmed. Upscale. Normally, I create the base image, upscale, and then inpaint "only masked" by using the webUI to draw over the area, and setting around . Credits Done by refering to nagolinc's img2img script and the diffuser's inpaint pipeline Welcome to the unofficial ComfyUI subreddit. You signed out in another tab or window. 5). ComfyUI本体の導入方法については、こちらをご参照ください。 今回の作業でComfyUIに追加しておく必要があるものは以下の通りです。 1. If you want to know more about understanding IPAdapters Oct 8, 2023 · AnimateDiff ComfyUI. Initiating Workflow in ComfyUI. For these examples I have renamed the files by adding stable_cascade_ in front of the filename for example: stable_cascade_canny. downscale a high-resolution image to do a whole image inpaint, and the upscale only the inpainted part to the original high resolution. 1 of the workflow, to use FreeU load the new Download the following example workflow from here or drag and drop the screenshot into ComfyUI. I also tried some variations of the sand one. - ComfyUI Setup · Acly/krita-ai-diffusion Wiki inpaint_only_masked. Enter the right KSample parameters. 5 checkpoint model. ds dh xe nw zb sx uw ko xr nk