Comfyui image refiner Edit the parameters in the Compostion Nodes Group to bring the image to the correct size and position, describe more about the final image to refine the entire image consistency and aesthetic lighting and composition, try a few times to get McPrompty Pipe: Pipe to connect to Refiner input pipe_prompty only; A Refiner Node to refine the image based on the settings provided, either via general settings if you don't use the TilePrompter or on a per-tile basis if you do use the TilePrompter. refiner_ratio: When using SDXL, this setting determines the proportion of the refiner step to apply out of the total steps. Refiner, face fixer, one LoRA, FreeUV2, Self-attention Guidance, Style selectors, better basic image adjustment controls. 0 reviews. Figure 1: Stable Diffusion (first two rows) and SDXL (last row) generate malformed hands (left in each pair), e. comfyui adetailer guide generation hiresfix colorcorrection + 1. New workflow: AgentsExample. And you can also the use these images for refiner again :D in Tip 2 _____ 3_0) AnimateDiff Refiner_v3. 0 Prior to the update to torch & ComfyUI to support FP8, I was unable to use SDXL+refiner as it requires ~20GB of system RAM or enough VRAM to fit all the models in GPU memory. 7. You can download this image and load it or drag it on ComfyUI to get it. 95 sec Custom nodes pack for ComfyUI This custom node helps to conveniently enhance images through Detector, Detailer, Upscaler, Pipe, and more. What is the focus of the video regarding Stable Diffusion and ComfyUI?-The video focuses on the XL version of Stable Diffusion, known as SD XL, and how to use it with ComfyUI for AI art generation. Then, left-click the IMAGE slot, 官方在discord上chatbot测试的数据，文生图觉得SDXL 1. An style can be slightly changed in the refining step, but a concept that doesn't exist in the standard dataset is usually lost or turned into another thing (I. 302. cycle: This setting determines the number of iterations for applying sampling in the Detailer. Contribute to SeargeDP/SeargeSDXL development by creating an account on GitHub. Try a few times until you get the desired result, sometimes just one of two hands is good, save it to combine in photoshop. Learn how to upscale images using ComfyUI and the 4x-UltraSharp model for crystal-clear enhancements. Inputs: pipe: McBoaty Pipe output from Upscaler, Refiner, or LargeRefiner run Image Refiner, after drawing mask and Regenerate, no processing, and cmd show: (by the way , comfyui and all your extension is lastest, and "fetch updates" in the manager, still no work) model_type EPS adm 0 making attention of type ComfyUI Hand Face Refiner. The Redux model is a lightweight model that works with both Flux. 3K. Processing Resolution Controls the processing resolution of the input image, affecting detail The video concludes with a demonstration of the workflow in ComfyUI and the impact of the refiner on image detail. - ltdrdata/ComfyUI-Impact-Pack Edit DetailerPipe (SDXL) - These are pipe functions used in Detailer for utilizing the refiner model of SDXL. 95. 9-0. com/drive/folders/1C4hnb__HQB2Pkig9pH7NWxQ05LJYBd7D?usp=drive_linkStable Diffusion XL comes with a Base model / ch Welcome to the unofficial ComfyUI subreddit. ; max_tokens: Maximum number of tokens for the generated text, adjustable according to your needs. Result(Pixels Source image. 512:768. 5 models. Base + lora + Refiner SD1. ComfyUI Image Saver - Int Literal (Image Saver) (5) KJNodes for ComfyUI - ImageBatchMulti (2) Save Image with Generation Metadata - Cfg Literal (5) SDXL Base+Refiner. The “XY Plot” sub-function will generate images using with the SDXL Welcome to the unofficial ComfyUI subreddit. A lot of people are just discovering this This is the official repository of the paper HandRefiner: Refining Malformed Hands in Generated Images by Diffusion-based Conditional Inpainting . 1. Contribute to zzubnik/SDXLWorkflow development by creating an account on GitHub. You can also give the base and refiners different prompts like on this workflow. Hidden Faces. It takes a prompt and evaluates it as to how closely it followed the Instruction and then revises it to adhere to the Instruction more closely. 3. Class name: CLIPTextEncodeSDXLRefiner Category: advanced/conditioning Output node: False This node specializes in refining the encoding of text ComfyUI Manager: Plugin for CompfyUI that helps detect and install missing plugins. x, SD2. 17 stars. Takeaways. 9K. Adjust based on image complexity; more complex images may require higher sensitivity. As you can see on the photo I got a more detailed and high quality on the subject but the background become more messy and ugly. We can generate high-quality images by using both the SD 3. Download the first image then drag-and-drop it on your ConfyUI web interface. ComfyBridge is a Python-based service that acts as a bridge to the ComfyUI API, facilitating image generation requests. json and add to ComfyUI/web folder. Yeah I feel like the refiner is pretty biased and depending on the style I was after it would sometimes ruin an image altogether. It explains the workflow of using the base model and the optional refiner for high-definition, photorealistic images. ; model: The directory name of the model within models/llm_gguf you wish to use. In this video, demonstrate how to easily create a color map using the "Image Refiner" of the "ComfyUI Workflow Component". Transfers details from one image to another using frequency separation techniques. Hi amazing ComfyUI community. This video provides a guide for recreating and "reimagining" any image using Unsampling and ControlNets in ComfyUI with Stable Diffusion. Model Details If you want to upscale your images with ComfyUI then look no further! The above image shows upscaling by 2 times to enhance the quality of your image This SDXL workflow allows you to create images with the SDXL base model and the refiner and adds a LoRA to the image generation. 0. It discusses the use of the base model and the refiner for high-definition, photorealistic image generation. A new Prompt Enricher function, able to improve your prompt with the help of GPT-4 or GPT-3. 0 for ComfyUI - Now with Face Swapper, Prompt Enricher (via OpenAI), Image2Image (single images and batches), FreeU v2, XY Plot, ControlNet and ControlLoRAs, SDXL Base + Refiner, Hand Detailer, Face Detailer, Upscalers, ReVision, etc. Any PIPE -> BasicPipe - Convert the PIPE Value of other custom Contribute to Navezjt/ComfyUI-Workflow-Component development by creating an account on GitHub. However, the SDXL refiner obviously doesn't work with SD1. This is an example of utilizing the interactive image refinement workflow with Image Sender and Image Receiver in ComfyUI. All images are generated using both the SDXL Base model and the Refiner model, each automatically configured to perform a certain amount of diffusion steps according to the “Base/Refiner Step Ratio” formula defined in the dedicated widget. You then set smaller_side setting to 512 and the resulting image will always be 512x768 pixels large. Useful for restoring the lost details from IC-Light or other img2img workflows. This was the base for my Created by: ComfyUI Blog: We can generate high-quality images by using both the SD 3. It modifies the prompts used in the Ollama node to describe the image, preventing the restored photos from remaining black and white. Forks. - ComfyUI-Workflow-Component/ at Main · ltdrdata/ComfyUI-Workflow-Component. This method is particularly effective for The core of the composition is created by the base SDXL model and the refiner takes care of the minutiae. The refiner helps improve the quality of the generated image. Image refiner seems to break every update and sample inpaint workflow doesn't have equivalent to "padding pixels" in webui. (you should select this as the refiner model on the workflow) VAE that's Left-click the LATENT output slot, drag it onto Canvas, and add the VAEDecode node. 0 Refiner Automatic calculation of the steps required for both the Base and the Refiner models Quick selection of image width and height based on the SDXL training set XY Plot ControlNet with the XL OpenPose model (released by Thibaud Zamora) Control-LoRAs (released by Stability AI): Canny, Depth, Recolor, and Sketch Image Realistic Composite & Refine ComfyUI Workflow. x, Base only. Core. It explains how to connect the base model's output to the refiner and the importance of setting First, we will build a parallel workflow to our base-only implementation and experiment to find the optimal refiner implementation. ComfyUI-Workflow-Component provides functionality to simplify workflows by turning them into components, as well as an Image Refiner feature that allows improving images based on components. Additionally, a feature to c In my comfyUI workflow I set the resolutions to 1024 to 1024 to save time during the upscaling, that can take more than 2 minutes, I also set the sampler to dpmm_2s_ancestral to obtain a good amount of detail, but this is also a slow sampler, and depending on the picture other samplers could work better. In some images, the refiner output quality (or detail?) increases as it approaches just running for a single step. It will only make bad hands worse. This is generally true for every image-to-image workflow, including ControlNets especially if the aspect ratio is different. In case you want to resize the image to an explicit size, you can also set this size here, e. 0 Refiner, face fixer, one LoRA, FreeUV2, Self-attention Guidance, Style selectors, better basic image adjustment controls. Apache-2. Through meticulous preparation, the strategic use of positive and negative prompts, and the incorporation of Derfuu nodes for image scaling, users can achieve customized Choose → to refine → to upscale. Sytan SDXL ComfyUI: Very nice workflow showing how to connect the base model with the refiner and include an upscaler. Step 4: Initiating Image Generation: After refining your prompts and making adjustments, press "Queue Prompt" to commence the image ComfyUI nodes collection: better TAESD previews (including batch previews), improved HyperTile and Deep Shrink nodes - blepping/ComfyUI-bleh Allows swapping to a refiner model at a predefined time (look for the BlehRefinerAfter node). However, it is not for the faint hearted and can be somewhat intimidating if you are new to ComfyUI. The workflow has two switches: Switch 2 hands over the mask creation to HandRefiner, while Switch 1 allows you to manually create the mask. It’s perfect for producing images in specific styles quickly. It manages the lifecycle of image generation requests, polls for their completion, and returns the final image as I feed my image back into another ksampler with a controlnet (using control_v11f1e_sd15_tile. :)" About. 0 Welcome to the unofficial ComfyUI subreddit. The image refinement process I use involves a creative upscaler that works through multiple passes to enhance and enlarge the quality of images. 5 models in ComfyUI but they're 512x768 and as such too small resolution for my uses. And above all, BE NICE. It detects hands and improves what is already there. Dec 17, 2024. Description. Image Refiner is an interactive image enhancement tool that operates based on Workflow Components. text: The input text for the language model to process. Created by: Dseditor: A simple workflow using Flux for redrawing hands. 5. A step-by-step guide to mastering image quality. Tip 3: This Workflow Can also be used as vid2vid style conversion, Just Input the Original Source Frames as Raw Input and Denoise upto 0. The refiner improves hands, it DOES NOT remake bad hands. Output: A set of variations true to the input’s style, color palette, and composition. 5. In this guide, we'll walk you through the steps to seamlessly navigate and harness the power of this feature. Once the image is set for enlargement, specific tweaks are made to refine the result; Adjust the image size to a width of 768 and a height of 1024 pixels, optimizing the aspect ratio, for a The base model and the refiner model work in tandem to deliver the image. e mask-detailer. 0 Base+Refiner比较好的有26. SDXL 1. I learned about MeshGraphormer from this youtube video of Scott This is a side project to experiment with using workflows as components. I'm creating some cool images with some SD1. com/ltdrdata/ComfyUI Created by: akihungac: Workflow automatically recognizes both hands, simply import images and get results. Watchers. Report repository Releases. 6 - 0. All Workflows / Colorize and Restore Old Images. Then, we will optimize our canvas to have a cleaner, full SDXL with a refiner I have good results with SDXL models, SDXL refiner and most 4x upscalers. 0 Base Only 多出4%左右 Comfyui工作流： Base only. Has options for add/subtract method (fewer artifacts, but mostly ignores highlights) or divide/multiply (more natural but can create artifacts in areas that go from dark to bright Master AI Image Generation with ComfyUI Wiki! Explore tutorials, nodes, and resources to enhance your ComfyUI experience. 0 reviews Hey, I was messing around with image refiner last night and I noticed that it was encountering a few errors for example see exhibit 1 below and also noticed that after fixing it I encountered an issue of a missing function from comfyui's main model management set I don't think this is something related to my local install but it is possible will This option does not guarantee a more natural image; in fact, it may create artifacts along the edges. ThinkDiffusion Welcome to the unofficial ComfyUI subreddit. When used in conjunction 超详细的 Stable Diffusion ComfyUI 基础教程（三）:Refiner 细化流程 比如：总步数 60 步，base 模型的结束步数是 50，那 refiner 模型的开始步数就是 50）。对于 refiner 模型来说，他的结束步数就不用设置了，因为我们有总步数在控制结束步数，让他默认就可以； Created by: 多彩AI: This workflow is an improvement based on datou's Old Photo Restoration XL workflow. After some testing I think the degradation is more noticeable with concepts than styles. Choose → to refine → to upscale. g. My current workflow runs an image generation passes, then 3 refinement passes (with latent or pixel Learn about the ImageCrop node in ComfyUI, which is designed for cropping images to a specified width and height starting from a given x and y coordinate. Stars. It is a good idea to always work with images of the same size. This functionality is essential for focusing on specific regions of an image or for adjusting the The latent size is 1024x1024 but the conditioning image is only 512x512. 4:3 or 2:3. Please save the component designed for Image Refiner as component_name. ir are not visibl Contribute to ltdrdata/ComfyUI-extension-tutorials development by creating an account on GitHub. 1[Schnell] to generate image variations based on 1 input image—no prompt required. The guide provides insights into selecting appropriate scores for both positive and negative prompts, aiming to perfect the image with more detail, especially in challenging areas like faces. Finally You can paint on Image Refiner. It adds a controlnet node for lineart to better restore the original image, replaces the faceswap node with facerestore to avoid issues in . Recent questions have been asking how far is open weights off the closed weights, so lets take a look. You can easily ( if VRAM allows => 8Gb ) convert this workflow to SDXL refinement by simply switching the loaded refiner model and the corresponding VAE to SDXL. 1 fork. ###recommend### Qu AP Workflow 5. png is a simple Refinement Cascade. pth) and strength like 0. GPU Type. Resources. I noticed that while MidJourney generates fantastic images, the details often leave much to be desired. 1 reviews. 11. Edit the parameters in the Compostion Nodes Group to bring the image to the correct size and position, describe more about the final image to refine the entire image consistency and aesthetic lighting and composition, try a few times to For using the base with the refiner you can use this workflow. FOR HANDS TO COME OUT PROPERLY: The hands from the original image must be in good shape. Although this workflow is not perfect, it is V2 → simplenized v1と機能は同じです。余分なノードを削除し取り扱いしやすくしました。 The function is the same. randomizer89. No releases published Custom nodes pack for ComfyUI This custom node helps to conveniently enhance images through Detector, Detailer, Upscaler, Pipe, and more. Please share your tips, tricks, and workflows for using this software to create your AI art. Added film grain and chromatic abberation, which really makes In this tutorial, we will use ComfyUI to upscale stable diffusion images to any resolution we want! We will be using a custom node pack called "Impact", which comes with many useful nodes. The format is width:height, e. Extra nodes have been removed for easier handling. Input: Provide an existing image to the Remix Adapter. ComfyUI Nodes for Inference. - MeshGraphormer-DepthMapPreprocessor (1). Yep! I've tried and refiner degrades (or changes) the results. 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. Yes, 8Gb card, ComfyUI workflow loads both SDXL base & refiner models, separate XL VAE, 3 XL LoRAs, plus Face I am really struggling to use ComfyUI for tailoring images. Warning: the workflow does not save image generated by the SDXL Base model. Youtube Video TLDR This video tutorial explores the use of the Stable Diffusion XL (SDXL) model with ComfyUI for AI art generation. In A1111, it all feels natural to bounce between inpainting, img2img and an external graphics program like GIMP and iterating as needed. Default value is 0. 2占最多，比SDXL 1. Bypass things you don't need with the switches. Colorize and Restore Old Images. Enable Input Image When you generate an image you like, right-click on it in the Refined Image window and So, I decided to add a refiner node on my workflow but when it goes to the refiner node, it kinda ruins the other details while improving the subject. com/ltdrdata/ComfyUI And then refine the image (since Pixart does not support img2img = direct refinement) with SD15 model, which has low VRAM footprint. This comparison is the sample images and prompts provided by Microsoft to show off DALL-E 3 Welcome to the unofficial ComfyUI subreddit. practice is to use the base model for 80% of the process and then use the refiner model for the remaining 20% to refine the image further and add more details. Any PIPE -> BasicPipe - Convert the PIPE Value of other custom ，MimicMotion 上传图片生成跳舞 Ai视频 图片生成视频 Comfyui 工作流下载，华科提出UniAnimate：驱动单张图片跳舞，结果逼真，史上最强，DynamiCrafter图像转视频，效果也太好了吧，附工作流 Link to my workflows: https://drive. Wanted to share my approach to generate multiple hand fix options and then choose the best. When you press the "Generate" button, it will generate images by inpainting the masked areas based on Welcome to the unofficial ComfyUI subreddit. 93. Background Erase Network - Remove backgrounds from images within ComfyUI. Discussion (No comments yet) Loading Launch on cloud. A lot of people are just discovering this technology, and want to show off what they created. A new Face Swapper function. It'll load a basic SDXL workflow that includes a bunch of notes explaining things. If the action setting enables cropping or padding of the image, this setting determines the required side ratio of the image. A new Image2Image function: choose an existing Level 2 ComfyUI image generation guide. generation guide. 1 watching. Readme License. Using the Image/Latent Sender and Receiver nodes, it is possible to iterate over parts of a workflow and perform tasks to enhance images/latents. Base + Refiner. If you have the SDXL 1. ir. 7. Please keep posted images SFW. I did some testing running TAESD decode on CPU for a 1280x1280 image: the base speed is about 1. I'm not finding a comfortable way of doing that in ComfyUi. Higher values result in stricter detection. 0 license Activity. . 0. 1[Dev] and Flux. LinksCustom Workflow Welcome to the unofficial ComfyUI subreddit. OAI Dall_e 3: Takes Welcome to the unofficial ComfyUI subreddit. I wanted to share my configuration for ComfyUI, since many of us are using our laptops most of the time. 16. Connect the vae slot of the just created node to the refiner checkpoint loader node’s VAE output slot. That's why in this example we are scaling the original image to match the latent. Just update the Input Raw Images directory to Refined phase x directory and Output Node every time. I think this is the best balanced I could find. The only commercial piece is the BEN+Refiner but the BEN_BASE is perfectly fine for commercial use. 5 Turbo models, allowing for better refinement in the final image output. Custom nodes and workflows for SDXL in ComfyUI. 5 models and I don't get good results with the upscalers either when using SD1. In my understanding, the base model should take care of ~75% of the steps, while the refiner model should take over the remaining ~25%, acting a bit like an img2img process. Please refer to the video for detailed instructions on how to use them. Use "Load" button on Menu. SDXL workflows for ComfyUI. Images contains workflows for ComfyUI. ReVision. [Cross-Post] Hi, I've been using the manual inpainting workflow, as it's quick, handy and awesome feature, but after update of ComfyUI (Updating all via Manager?) doesn't work anymore, also options we've had before i. 5-Turbo. ComfyUI ControlNet aux: Plugin with preprocessors for ControlNet, so you can generate images directly from ComfyUI. Could be a great way to check on these quick last Unlocking the potential of ComfyUI's Image-to-Image workflow opens up creative possibilities. This paragraph focuses on the technical aspects of refining an image using the refiner model. 5 Large and SD 3. Belittling their efforts will get you banned. The presenter shares tips on prompts, the importance of model training dimensions, and the impact of steps and samplers on image Is the best balanced I could find between image size (1024x720), models, steps (10+5 refiner), samplers/schedulers, so we can use SDXL on our laptops without those expensive/bulky desktop GPUs. T4. E. ThinkDiffusion_Hidden_Faces. json. A novel approach to refinement is unveiled, involving an initial refinement step before the base sampling This video demonstrates how to gradually fill in the desired scene from a blank canvas using ImageRefiner. There is an interface component in the bottom component combo box that accepts one image as input and outputs one image as output. 5K. Whether you are a beginner or looking to refine your skills, this guide will walk you through the essential nodes and processes to produce stunning results. google. This comprehensive guide offers a step-by-step walkthrough of performing Image to Image conversion using SDXL, emphasizing a streamlined approach without the use of a refiner. ComfyUI is a popular tool that allow you to create stunning images and animations with Stable Diffusion. A person face changes after Configure the Searge_LLM_Node with the necessary parameters within your ComfyUI project to utilize its capabilities fully:. https://github. component. , incorrect number of fingers or irregular shapes, which can be effectively rectified by our HandRefiner (right in each The zoom/pan functionality has been added, and the image refiner now includes the ability to directly save and load image files. ReVision is very similar to unCLIP but behaves on a more conceptual level. TLDR, workflow: link. Additionally, the whole inpaint mode and progress f Sensitivity Adjusts the strength of mask detection. It’s like a one trick pony that works if you’re doing basic prompts, but if trying to be precise it can become a hurdle more than a helper CLIP Text Encode SDXL Refiner CLIPTextEncodeSDXLRefiner Documentation. You can pass one or more images to it and it will take Welcome to the unofficial ComfyUI subreddit. Advanced Techniques: Pre-Base Refinement. And this is how this workflow operates. Download . A portion of the Control Panel What’s new in 5. This workflow allows me to refine the details of MidJourney images while keeping the overall content intact. hrjmouk qbeto scyjprb eekzt jnn xsm hhexch liozd nqkcmc qpnj