problem with inpainting in ComfyUI. 5 and 1. Automatic1111 tested and verified to be working amazing with main branch. This node encodes images in tiles allowing it to encode larger images than the regular VAE Encode node. 3 would have in Automatic1111. 6 after a few run, I got this: it's a big improvment, at least the shape of the palm is basically correct. This document presents some old and new workflows for promptless inpaiting in Automatic1111 and ComfyUI and compares them in various scenarios. Optional: Custom ComfyUI Server. (custom node) 2. A recent change in ComfyUI conflicted with my implementation of inpainting, this is now fixed and inpainting should work again. ComfyUI shared workflows are also updated for SDXL 1. Note: the images in the example folder are still embedding v4. In my experience t2i-adapter_xl_openpose and t2i-adapter_diffusers_xl_openpose work with ComfyUI; however, both support body pose only, and not hand or face keynotes. Stable Diffusion Inpainting, a brainchild of Stability. If you're happy with your inpainting without using any of the controlnet methods to condition your request then you don't need to use it. The settings I used are. The Stable-Diffusion-Inpainting was initialized with the weights of the Stable-Diffusion-v-1-2. For inpainting, I adjusted the denoise as needed and reused the model, steps, and sampler that I used in txt2img. Don't use VAE Encode (for inpaint) That is used to apply denoise at 1. Maybe I am using it wrong so I have a few questions: When using ControlNet Inpaint (Inpaint_only+lama, ControlNet is more important) should I use an inpaint model or a normal one. Extract the workflow zip file. Inpainting strength. 0. Another neat trick you can do with. No, no, no in ComfyUI you create ONE basic workflow for Text2Image > Img2Img > Save Image. Sometimes I get better result replacing "vae encode" and "set latent noise mask" by "vae encode for inpainting". Its a good idea to use the 'set latent noise mask' node instead of vae inpainting node. it works now, however i dont see much if any change at all, with faces. You can also use. . 1. Question about Detailer (from ComfyUI Impact pack) for inpainting hands. The Set Latent Noise Mask node can be used to add a mask to the latent images for inpainting. r/comfyui. The plugin uses ComfyUI as backend. • 3 mo. • 19 days ago. lite stable nightly Info - Token - Model Page; stable_diffusion_comfyui_colab CompVis/stable-diffusion-v-1-4-original: waifu_diffusion_comfyui_colabIf you're running on Linux, or non-admin account on windows you'll want to ensure /ComfyUI/custom_nodes, ComfyUI_I2I, and ComfyI2I. 18 votes, 21 comments. ではここからComfyUIの基本的な使い方についてご説明していきます。 ComfyUIは他のツールとは画面の使い方がかなり違う ので最初は少し戸惑うかもしれませんが、慣れればとても便利なのでぜひマスターしてみてください。Launch ComfyUI by running python main. Hello, recent comfyUI adopter looking for help with facedetailer or an alternative. This notebook is open with private outputs. 0 ComfyUI workflows! Fancy something that in. Take the image out to a 1. * The result should best be in the resolution-space of SDXL (1024x1024). To encode the image you need to use the "VAE Encode (for inpainting)" node which is under latent->inpaint. Installing WindowscomfyUI和sdxl0. 0 to create AI artwork. If you're interested in how StableDiffusion actually works, ComfyUI will let you experiment to your hearts content (or until it overwhelms you). Inpainting with both regular and inpainting models. ago. The extracted folder will be called ComfyUI_windows_portable. ComfyUI is a node-based user interface for Stable Diffusion. workflows" directory. py --force-fp16. Inpainting. Save workflow. AnimateDiff ComfyUI. edit: this was my fault, updating comfyui, isnt a bad idea i guess. A suitable conda environment named hft can be created and activated with: conda env create -f environment. 5 version in terms of inpainting (and outpainting of course)?. I have about a decade of blender node experience, so I figured that this would be a perfect match for me. If you're happy with your inpainting without using any of the controlnet methods to condition your request then you don't need to use it. The origin of the coordinate system in ComfyUI is at the top left corner. sketch stuff ourselves). The CLIPSeg node generates a binary mask for a given input image and text prompt. Please keep posted images SFW. x, SDXL, LoRA, and upscaling makes ComfyUI flexible. json file. strength is normalized before mixing multiple noise predictions from the diffusion model. Fast ~18 steps, 2 seconds images, with Full Workflow Included! No controlnet, No inpainting, No LoRAs, No editing, No eye or face restoring, Not Even Hires Fix! Raw output, pure and simple TXT2IMG. Use the paintbrush tool to create a mask over the area you want to regenerate. Outpainting is the same thing as inpainting. This step on my CPU only is about 40 seconds, but Sampler processing is about 3. Yet, it’s ComfyUI. On my 12GB 3060, A1111 can't generate a single SDXL 1024x1024 image without using RAM for VRAM at some point near the end of generation, even with --medvram set. Run git pull. I've seen a lot of comments about people having trouble with inpainting and some saying that inpainting is useless. Auto detecting, masking and inpainting with detection model. Embeddings/Textual Inversion. 5 is a specialized version of Stable Diffusion v1. other things that changed i somehow got right now, but cant get those 3 errors. Place the models you downloaded in the previous. Paper: "Beyond Surface Statistics: Scene Representations in a Latent Diffusion Model". Inpainting: UnstableFusion. left. Here I modified it from the official ComfyUI site, just a simple effort to make it fit perfectly on a 16:9 monitor. 0-inpainting-0. In part 1 (this post), we will implement the simplest SDXL Base workflow and generate our first images. Capable of blending blurs but hard to use to enhance quality of objects as there's a tendency for the preprocessor to erase portions of the object instead. Basically, you can load any ComfyUI workflow API into mental diffusion. In this Guide I will try to help you with starting out using this and give you some starting workflows to work with. Researchers discover that Stable Diffusion v1 uses internal representations of 3D geometry when generating an image. Note that in ComfyUI you can right click the Load image node and “Open in Mask Editor” to add or edit the mask for inpainting. 2 with xformers 0. . fills the mask with random unrelated stuff. Part 3: CLIPSeg with SDXL in ComfyUI. Open a command line window in the custom_nodes directory. This started as a model to make good portraits that do not look like cg or photos with heavy filters, but more like actual paintings. UI changesReady 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. The latent images to be upscaled. Added today your IPadapter plus. 2. amount to pad above the image. Any idea what might be causing that reddish tint? I tried to keep the data processing as in vanilla, and normal generation works fine. Use 2 controlnet modules for two images with weights reverted. 24:47 Where is the ComfyUI support channel. You can use the same model for inpainting and img2img without substantial issues, but those models are optimized to get better results for img2img/inpaint specifically. 5 inpainting model, and separately processing it (with different prompts) by both SDXL base and refiner models:. Config file to set the search paths for models. mask setting is as below and Denosing strength was set to 0. I really like cyber realistic inpainting model. ComfyUIの基本的な使い方. I use nodes from Comfyui-Impact-Pack to automatically segment image, detect hands, create masks and inpaint. We all know SD web UI and ComfyUI - those are great tools for people who want to make a deep dive into details, customize workflows, use advanced extensions, and so on. You have to draw a mask, save the image with the mask, then upload to the UI again to inpaint. 0 based on the effect you want) 3. addandsubtract • 7 mo. Superior Strategies: Varied superior approaches are supported by the instrument, together with Loras (common, locon, and loha), Hypernetworks, ControlNet,. I. (early and not finished) Here are some more advanced examples: "Hires Fix" aka 2 Pass Txt2Img. In the case of ComfyUI and Stable Diffusion, you have a few different "machines," or nodes. Make sure you use an inpainting model. Obviously since it aint doin much GIMP would have to subjugate itself. To use them, right click on your desired workflow, press "Download Linked File". to the corresponding Comfy folders, as discussed in ComfyUI manual installation. PS内直接跑图，模型可自由控制！. Adjust the value slightly or change the seed to get a different generation. The big current advantage of ComfyUI over Automatic1111 is it appears to handle VRAM much better. I change probably 85% of the image with latent nothing and inpainting models 1. It should be placed in the folder ComfyUI_windows_portable which contains the ComfyUI , python_embeded , and update folders. 0 comfyui ControlNet and img2img working alright but inpainting seems like it doesn't even listen to my prompt 8/9 times. In the case of features like pupils, where the mask is generated at a nearly point level, this option is necessary to create a sufficient mask for inpainting. Alternatively, upgrade your transformers and accelerate package to latest. 1. Fast ~18 steps, 2 seconds images, with Full Workflow Included! No controlnet, No inpainting, No LoRAs, No editing, No eye or face restoring, Not Even Hires Fix! Raw output, pure and simple TXT2IMG. g. 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. 0 through an intuitive visual workflow builder. Uh, your seed is set to random on the first sampler. Troubleshootings: Occasionally, when a new parameter is created in an update, the values of nodes created in the previous version can be shifted to different fields. Inpainting on a photo using a realistic model. ) Fine control over composition via automatic photobashing (see examples/composition-by. This is where this is going and think of text tool inpainting. If you are looking for an interactive image production experience using the ComfyUI engine, try ComfyBox. This was the base for. The model is trained for 40k steps at resolution 1024x1024. If you uncheck and hide a layer, it will be excluded from the inpainting process. 0 weights. The most effective way to apply the IPAdapter to a region is by an inpainting workflow. Ferniclestix. Welcome to the unofficial ComfyUI subreddit. bat to update and or install all of you needed dependencies. Support for FreeU has been added and is included in the v4. ComfyUI . 23:48 How to learn more about how to use ComfyUI. Note that in ComfyUI txt2img and img2img are the same node. Part 1: Stable Diffusion SDXL 1. The interface follows closely how SD works and the code should be much more simple to understand than other SD UIs. The core idea behind IA is. . A1111 generates an image with the same settings (in spoilers) in 41 seconds, and ComfyUI in 54 seconds. MultiLatentComposite 1. Stable Diffusion is an AI model able to generate images from text instructions written in natural language (text-to-image. The AI takes over from there, analyzing the surrounding areas and filling in the gap so seamlessly that you’d never know something was missing. It looks like this:Step 2: Download ComfyUI. I have a workflow that works. Since a few days there is IP-Adapter and a corresponding ComfyUI node which allow to guide SD via images rather than text. controlnet doesn't work with SDXL yet so not possible. 2. This ComfyUI workflow sample merges the MultiAreaConditioning plugin with serveral loras, together with openpose for controlnet and regular 2x upscaling in ComfyUI. . I've been trying to do ControlNET+Img2Img+Inpainting wizardy shenanigans for two days, now I'm asking you wizards of our fine community for help. Inpainting with both regular and inpainting models. ai as well as a professional photograph. backafterdeleting. Yet, it’s ComfyUI. 1: Enables dynamic layer manipulation for intuitive image synthesis in ComfyUI. Fuzzy_Time_3366. Inpainting Process. Img2img + Inpaint + Controlnet workflow. Download the included zip file. bat to update and or install all of you needed dependencies. ai is your go-to platform for discovering and comparing the best AI tools. If you installed via git clone before. See how to leverage inpainting to boost image quality. 25:01 How to install and use ComfyUI on a free. It fully supports the latest Stable Diffusion models including SDXL 1. . . 23:06 How to see ComfyUI is processing the which part of the workflow. . safetensors node, And the model output is wired up to the KSampler node instead of using the model output from the previous CheckpointLoaderSimple node. 17:38 How to use inpainting with SDXL with ComfyUI. A node suite for ComfyUI with many new nodes, such as image processing, text processing, and more. The SDXL 1. The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI. If you want to do. Support for FreeU has been added and is included in the v4. SDXL-Inpainting. ComfyUI A powerful and modular stable diffusion GUI and backend. . This image can then be given to an inpaint diffusion model via the VAE Encode for Inpainting. Create "my_workflow_api. ComfyUI - コーディング不要なノードベースUIでStable Diffusionワークフローを構築し実験可能なオープンソースインターフェイス！ControlNET、T2I、Lora、Img2Img、Inpainting、Outpaintingなどもサポート. For inpainting tasks, it's recommended to use the 'outpaint' function. The denoise controls the amount of noise added to the image. maskImproving faces. The flexibility of the tool allows. Fooocus-MRE v2. cool dragons) Automatic1111 will work fine (until it doesn't). inpainting. Users can drag and drop nodes to design advanced AI art pipelines, and also take advantage of libraries of existing workflows. Support for FreeU has been added and is included in the v4. Area Composition Examples | ComfyUI_examples (comfyanonymous. Outpainting: SD-infinity, auto-sd-krita extension. Workflow requirements. It does incredibly well with analysing an image to produce results. 20:57 How to use LoRAs with SDXL. Launch the 3rd party tool and pass the updating node id as a parameter on click. 222 added a new inpaint preprocessor: inpaint_only+lama. 1. Load the workflow by choosing the . 3. 30it/s with these settings: 512x512, Euler a, 100 steps, 15 cfg. As a backend, ComfyUI has some advantages over Auto1111 at the moment, but it never implemented the image-guided ControlNet mode (as far as I know), and results with just regular inpaint ControlNet are not good enough. . [GUIDE] ComfyUI AnimateDiff Guide/Workflows Including Prompt Scheduling - An Inner-Reflections Guide (Including a Beginner Guide) Tutorial | Guide AnimateDiff in ComfyUI is an amazing way to generate AI Videos. on 1. Hello! I am starting to work with ComfyUI transitioning from a1111 - I know there are so so many workflows published to civit and other sites- I am hoping to find a way to dive in and start working with ComfyUI without wasting much time with mediocre/redundant workflows and am hoping someone can help me by pointing be toward a resource to find some of. The plugin uses ComfyUI as backend. It should be placed in the folder ComfyUI_windows_portable which contains the ComfyUI , python_embeded , and update folders. 0-inpainting-0. Therefore, unless dealing with small areas like facial enhancements, it's recommended. But we were missing. masquerade nodes are awesome, I use some of them. Black Area is the selected or "Masked Input". Q: Why not use ComfyUI for inpainting? A: ComfyUI currently have issue about inpainting models, see issue for detail. Pipelines like ComfyUI use a tiled VAE impl by default, honestly not sure why A1111 doesn't provide it built-in. 0 (B1) Status (Updated: Nov 18, 2023): - Training Images: +2620 - Training Steps: +524k - Approximate percentage of completion: ~65%. Sample workflow for ComfyUI below - picking up pixels from SD 1. Discover techniques to create stylized images with a realistic base. 17:38 How to use inpainting with SDXL with ComfyUI. . Node setup 1 below is based on the original modular scheme found in ComfyUI_examples -> Inpainting. Example: just the. On mac, copy the files as above, then: source v/bin/activate pip3 install. Inpainting appears in the img2img tab as a seperate sub-tab. Learn how to use Stable Diffusion SDXL 1. Suggest that ControlNet Inpainting is much better but in my personal experience it does things worse and with less control. comfyUI采用的是workflow体系来运行Stable Diffusion的各种模型和参数，有点类似于桌面软件. backafterdeleting. yeah ps will work fine, just cut out the image to transparent where you want to inpaint and load it as a separate image as mask. A recent change in ComfyUI conflicted with my implementation of inpainting, this is now fixed and inpainting should work again. 试试. by Roman Suvorov, Elizaveta Logacheva, Anton Mashikhin, Anastasia Remizova, Arsenii Ashukha, Aleksei Silvestrov, Naejin Kong, Harshith Goka, Kiwoong Park, Victor Lempitsky. If you caught the stability. In the last few days I've upgraded all my Loras for SD XL to a better configuration with smaller files. If you installed from a zip file. Launch ComfyUI by running python main. 0 for ComfyUI (Hand Detailer, Face Detailer, Free Lunch, Image Chooser, XY Plot, ControlNet/Control-LoRAs, Fine-tuned SDXL models, SDXL Base+Refiner, ReVision, Upscalers, Prompt Builder, Debug, etc. workflows " directory and replace tags. ok TY ILY bye. 5 that contains extra channels specifically designed to enhance inpainting and outpainting. 0. Two of the most popular repos. I have not found any definitive documentation to confirm or further explain this, but my experience is that inpainting models barely alter the image unless paired with "VAE encode (for inpainting. Maybe someone have the same issue? problem solved by devs in this. ComfyUI Manager: Plugin for CompfyUI that helps detect and install missing plugins. I use nodes from Comfyui-Impact-Pack to automatically segment image, detect hands, create masks and inpaint. 20230725 ; SDXL ComfyUI工作流（多语言版）设计 + 论文详解，详见：SDXL Workflow（multilingual version） in ComfyUI + Thesis. SDXL 1. AnimateDiff for ComfyUI. ComfyUI is an advanced node based UI utilizing Stable Diffusion. Reply More posts you may like. 8. Here is the workflow, based on the example in the aforementioned ComfyUI blog. 23:06 How to see ComfyUI is processing the which part of the. 20:43 How to use SDXL refiner as the base model. Replace supported tags (with quotation marks) Reload webui to refresh workflows. Inpaint + Controlnet Workflow. 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. • 2 mo. Join. With ComfyUI, you can chain together different operations like upscaling, inpainting, and model mixing all within a single UI. Use ComfyUI. The method used for resizing. Trying to encourage you to keep moving forward. Graph-based interface, model support, efficient GPU utilization, offline operation, and seamless workflow management enhance experimentation and productivity. 3. bat file to the same directory as your ComfyUI installation. Area Composition Examples | ComfyUI_examples (comfyanonymous. Otherwise it will default to system and assume you followed ComfyUI's manual installation steps. The AI takes over from there, analyzing the surrounding. Masquerade Nodes. Note that if force_inpaint is turned off, inpainting might not occur due to the guide_size. In particular, when updating from version v1. For example: 896x1152 or 1536x640 are good resolutions. , Stable Diffusion) fill the "hole" according to the text. I'm finding that I have no idea how to make this work with the inpainting workflow I am used to using in Automatic1111. We will cover the following top. So far this includes 4 custom nodes for ComfyUI that can perform various masking functions like blur, shrink, grow, and mask from prompt. ComfyUI系统性. Note: the images in the example folder are still embedding v4. An inpainting bug i found, idk how many others experience it. Link to my workflows:super easy to do inpainting in the Stable Diffu. The only downside would be that there is no (no VAE) version, which is a no-go for some profs. When the regular VAE Encode node fails due to insufficient VRAM, comfy will automatically retry using the tiled implementation. While the program appears to be in its early stages of development, it offers an unprecedented level of control with its modular nature. But you should create a separate Inpainting / Outpainting workflow. 6. Is the bottom procedure right？the inpainted result seems unchanged compared with input image. 5B parameter base model and a 6. 1. ComfyUI - Node Graph Editor . (ComfyUI, A1111) - the name (reference) of an great photographer or. Sytan SDXL ComfyUI: Very nice workflow showing how to connect the base model with the refiner and include an upscaler. true. start sampling at 20 Steps. I'm trying to create an automatic hands fix/inpaint flow. You don't need a new extra Img2Img workflow. Discover amazing ML apps made by the community. Yes, you can add the mask yourself, but the inpainting would still be done with the amount of pixels that are currently in the masked area. If you can't figure out a node based workflow from running it, maybe you should stick with a1111 for a bit longer. Visual Area Conditioning: Empowers manual image composition control for fine-tuned outputs in ComfyUI’s image generation. i think, its hard to tell what you think is wrong. While it can do regular txt2img and img2img, it really shines when filling in missing regions. Use the paintbrush tool to create a mask on the area you want to regenerate. Feel like theres prob an easier way but this is all I could figure out. From inpainting, which allows you to make internal edits, to outpainting for extending the canvas, and image-to-image transformations, the platform is designed for flexibility. Show more. • 3 mo. This value is a good starting point, but can be lowered if there is a big. The order of LORA and IPadapter seems to be crucial: Workflow: Time KSampler only: 17s IPadapter->KSampler: 20s LORA->KSampler: 21s Optional: Custom ComfyUI Server. The target width in pixels. The pixel images to be upscaled. Images can be uploaded by starting the file dialog or by dropping an image onto the node. . Master the power of the ComfyUI User Interface! From beginner to advanced levels, this guide will help you navigate the complex node system with ease. 4 or. Info. Prompt Travel也太顺畅了吧！. From top to bottom in Auto1111: Use an inpainting model. A recent change in ComfyUI conflicted with my implementation of inpainting, this is now fixed and inpainting should work again. 1 at main (huggingface. 8 denoise won't have actually 20 steps but rather decrease that amount to 16. ComfyUI promises to be an invaluable tool in your creative path, regardless of whether you’re an experienced professional or an inquisitive newbie. 2. So, there is a lot of value of allowing us to use Inpainting model with "Set Latent Noise Mask". This model is available on Mage. This is the original 768×768 generated output image with no inpainting or postprocessing. The. pip install -U transformers pip install -U accelerate. Inpainting with inpainting models at low denoise levels. 1 is a latent text-to-image diffusion model capable of generating photo-realistic images given any text input, with the extra capability of inpainting the pictures by using a mask. 50/50 means the inpainting model loses half and your custom model loses half. Part 3 - we will add an SDXL refiner for the full SDXL process. diffusers/stable-diffusion-xl-1. Encompassing QR code, Interpolation (2step and 3step), Inpainting, IP Adapter, Motion LoRAs, Prompt Scheduling, Controlnet, and Vid2Vid. Stability. Inpainting (with auto-generated transparency masks). Within the factory there are a variety of machines that do various things to create a complete image, just like you might have multiple machines in a factory that produces cars.