Comfyui load workflow from image.

Comfyui load workflow from image 将 Empty Latent Image 节点替换为 Load image 节点和 VAE Encode 的结合即可; Download Flux GGUF Image-to-Image ComfyUI workflow example 其它 Flux 相关内容 Mar 28, 2025 · ComfyUI Node: Load Image To Base64 Class Name LoadImageToBase64 Leverage the IMAGE and MASK outputs for further image processing tasks within your workflow. mode. Click the Manager button on the top toolbar. 😋 the workflow is basically an image loader combined with a whole bunch of little modules for doing various tasks like build a prompt with an image, generate a color gradient, batchload images. It handles image formats with multiple frames, applies necessary transformations such as rotation based on EXIF data, normalizes pixel values, and optionally generates a mask for images with an alpha channel. A good place to start if you have no idea how any of this works is the: ComfyUI Basic Tutorial VN: All the art is made with ComfyUI. The workflow creates a mask and an inverted mask specified by the prompt. May 12, 2025 · Download the image below and drag it into ComfyUI, or use the menu bar Workflows-> Open(Ctrl+O) to load the workflow. Quick drawing. from a folder There are two ways to load your own custom workflows into the ComfyUI of RunComfy, Drag and drop your image/video into the ComfyUI and if the metadata of that image/video contains the workflow, you will able to see them in the ComfyUI. 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. 5 Multi ControlNet Workflow. Browse . Workflow. It is a good exercise to make your first custom workflow by adding an upscaler to the default text-to-image workflow. Hi all! Was wondering, is there any way to load an image into comfyui and read the generation data from it? I know dragging the image into comfyui loads the entire workflow, but I was hoping I could load an image and have a node read the generation data like prompts, steps, sampler etc. This is necessary for media formats that don’t support metadata. pattern. The lower the denoise the less noise will be added and the less May 12, 2025 · Flux Image-to-Image Workflow. I noticed that ComfyUI is only able to load workflows saved with the "Save" button and not with "Save API Format" button. The easiest way to do this is to use ComfyUI The ComfyUI workflow is automatically saved in the metadata of any generated image, allowing users to open and use the graph that generated the image. Latest workflows. Quick inpainting. I was confused by the fact that I saw in several Youtube videos by Sebastain Kamph and Olivio Sarikas that they simply drop png's into the empty ComfyUI. This node reads images from a folder, processes them to ensure they are in the correct format, and prepares them for further manipulation or analysis. The directory path where the images are located. There are two ways to load your own custom workflows into the ComfyUI of RunComfy, Drag and drop your image/video into the ComfyUI and if the metadata of that image/video contains the workflow, you will able to see them in the ComfyUI. I can load workflows from the example images through localhost:8188, this seems to work fine. png images with loadable workflows for the model in question on the Nodes: load Image with metadata, get config data, load image from base64 string, Load Loras From Prompt, Generate Latent Noise, Combine Two Latents Into Batch, General Purpose Controlnet Unit, ControlNet Script, Content Mask Latent, Auto-Photoshop-SD Seed, Expand and Blur the Mask Aug 8, 2024 · Using the Workflow. Add node > image > Load image with CMD. Method: Fill/Crop – Fill or Crop the image. Here’s an example of how to do basic image to image by encoding the image and passing it to Stage C. It can run in vanilla ComfyUI, but you may need to adjust the workflow if you don't have this custom node installed. Combine this node with other image processing nodes to apply transformations, enhancements, or effects to the loaded image. Browse ComfyUI Workflows are a way to easily start generating images within ComfyUI. Step 3: Load the Lumina 2. The image should be in a format that the node can process, typically a tensor representation of the image. Input the reference image in the Load Image node under Load reference image; Input the control video in the Load Video node under Load control video. That node will try to send all the images in at once, usually leading to 'out of memory' issues. Send to node Aug 26, 2024 · The ComfyUI FLUX-RealismLoRA workflow elevates AI image generation to new heights of photorealism. Load Image (Base64) Common Errors and Solutions: Invalid Base64-encoded string. The resized images. Download and load the second Yosemite photo from the top of Inpaint Examples into Load Image. Use the image_load_cap parameter to limit the number of images loaded, which can help manage memory usage and processing time. Partially load workflow in image. Unlike the workflow above, sometimes we don’t have a ready-made OpenPose image, so we need to use the ComfyUI ControlNet Auxiliary Preprocessors plugin to preprocess the reference image, then use the processed image as input along with the ControlNet model. It takes about 8 mins to generate a 720p (1280×720 pixels) video on my RTX 4090 (24 GB VRAM). The image_load_cap parameter sets a limit on the number of images to load from the specified directory. ComfyUI Text-to-Image Upscaling Workflow. Next to your “manager”. And above all, BE NICE. Click on the Workflow panel in the sidebar; Click to browse workflow templates; Select Image Generation from the default workflow templates to load the default workflow; If you see this popup: Also notice that you can download that image and drag'n'drop it to your comfyui to load that workflow and you can also drag'n'drop images to Load Image node to quicker load them And another general difference is that A1111 when you set 20 steps 0. It will swap images each run going through the list of images found in the folder. Explanation: The provided string is not a valid Base64-encoded image. Load image: Discards the current work and performs a new operation with the loaded image. 0 JSON workflow below. The target height in pixels. What is Image to Image. Step 3: Create an inpaint mask. These nodes encompass… Jan 8, 2024 · ComfyUIは1枚の画像だけではなく複数の画像をまとめて一気に読み込んで使うことができる. Import Workflow in ComfyUI to Load Image for Generation. This is useful when you want to restrict the number of images processed, either for performance reasons or to focus on a subset of your dataset. Right-click an empty space near Save Image. 8 denoise won't have actually 20 steps but rather decrease that amount to 16. The node supports both RGB and RGBA image formats, allowing for flexibility in handling images with or without alpha channels. These nodes are particularly useful for workflows that require image adjustments, such as upscaling, without altering the original metadata. 5 Feb 17, 2025 · When loading a workflow, in certain cases, it only displays the missing nodes and then doesn't actually load the workflow. Nodes: load Image with metadata, get config data, load image from base64 string, Load Loras From Prompt, Generate Latent Noise, Combine Two Latents Into Batch, General Purpose Controlnet Unit, ControlNet Script, Content Mask Latent, Auto-Photoshop-SD Seed, Expand and Blur the Mask Sep 15, 2024 · 「写真の表情を変えたい」、「イラストをリアルな絵画風にしたい」… それ、i2iで実現できます！ こんにちわ、AICU media編集部です。 「ComfyUI マスターガイド」、いよいよ今回から「Image-to-Image(i2i)編」に突入します。 この記事では、ComfyUIを使用したi2iの基本から応用まで、実践的なステップを I'd like to send an image into a workflow rinning on a server. I forget what extention it was that caused it, but it was one I wasn't using in my current workflow. Set batch to run the number of images you have (if 10 images in folder set batch to 10). Step 6: Configure SamplerCustomAdvanced Node What is ComfyUI? ComfyUI serves as a node-based graphical user interface for Stable Diffusion. Mask the area you want to regenerate. The WF starts like this, I have a "switch" between a batch directory and a single image mode, going to a face detection and improvement (first use of the prompt) and then to an upscaling step to detail and increase image size (second use of the prompt). This will automatically parse the details and load all the relevant nodes, including their settings. json. The pattern to match the filenames of the images you want to load. About the models in use Apr 8, 2024 · Your prompts text file should be placed in your ComfyUI/input folder; Logic Boolean node: Used to restart reading lines from text file. About the models in use Feb 8, 2025 · 🔗ComfyUI-Custom-Scripts: Used in calculations to center the original image on the expanded image. Trending creators. This node is particularly useful for artists who need to batch process images, as it allows you to load a list of images efficiently while ensuring compatibility with various image Apr 21, 2024 · Within the Load Image node in ComfyUI, there is the MaskEditor option: How to Add a LoRa to Your Workflow in ComfyUI. 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. Custom nodes for ComfyUI that let the user load a bunch of images and save them with captions (ideal to prepare a database for LORA training) Welcome to the unofficial ComfyUI subreddit. Combine this node with other image processing nodes to create complex workflows that involve loading, manipulating, and saving images. This is the node you are looking for. Copy that folder’s path and write it down in the widget of the Load node. 1 Text-to-Video Workflow PNG images with metadata: All images generated through ComfyUI contain metadata information, so you only need to save the corresponding image and import it directly into ComfyUI; Workflow Import and Export Importing Workflows. There is a “Pad Image for Outpainting” node to automatically pad the image for outpainting while creating the proper mask. It allows you to build an image generation workflow by linking various blocks, referred to as nodes. One of the best sources for checkpoint models and LoRAs is the CIVITAI website, there are also often demonstration . Importing ComfyUI workflows is very simple. This guide provides a brief introduction to the Flux. Simply drag them into ComfyUI or use the menu Workflows-> Open (ctrl+o) to load the corresponding workflow, which will prompt you to download the required models. LoRAs are an effective way to tailor the generation capabilities of the Update ComfyUI First, Download LTX Video Text-to-Video Workflow Image-to-Video Workflow Use the LoadImage node to load reference images; Load image by index. Manage code changes tsogzark/ComfyUI-load-image-from-url I cant load workflows from the example images using a second computer. Clear: Clears all node content in the current workspace. Step-by-step guide Step 1: Update ComfyUI. Send to output; Copy selected image to "/ComfyUI/output" directory. Before loading the workflow, make sure your ComfyUI is up-to-date. ComfyUI_Comfyroll_CustomNodes: Adds custom functionalities tailored to specific tasks within ComfyUI. 1 VACE control video generation workflow. The easiest way to update ComfyUI is through the ComfyUI Manager. Image Variations Feb 5, 2025 · Step 1: Update ComfyUI. anyway. Please share your tips, tricks, and workflows for using this software to create your AI art. It would be helpful to just load the workflow and leave the missing nodes as red, so that the rest of the workflow could be inspected. Class name: LoadImage Category: image Output node: False The LoadImage node is designed to load and preprocess images from a specified path. Thank you very much! I understand that I have to put the downloaded JSONs into the custom nodes folder and load them from there. MASK. It can be a little intimidating starting out with a blank canvas, but by bringing in an existing workflow, you can have a starting point that comes with a set of nodes all ready to go. And I mean batch on the right. This plugin allows you to enter the embedding model name in the text encoder, and it will automatically help you generate the corresponding embedding model. workflow included. Please load your model at position 1, or use dreamshaper_8, then you can use Ctrl(Command)+enter to generate images Jan 22, 2025 · The Load Image From Folder node is designed to facilitate the loading of images from a specified folder, making it an essential tool for AI artists who need to work with multiple images efficiently. In order to perform image to image generations you have to load the image with the load image node. ② Image Loading. I want to load an image in comfyui and the workflow appear, just as it does when I load a saved image from my own work. ; VAE Encode and Sampling: Connect VAE Encode and KSampler nodes to convert the image into latent space and adjust denoise settings. Set boolean_number to 1 to restart from the first line of the prompt text file. Refresh the ComfyUI page. Apr 28, 2025 · In this example workflow, we used OpenAI’s image generation API to create a restyled image from an image input and text prompt, then passed it through a local ComfyUI Wan2. 15 but NOT with the last version of ComfyUI. You can also easily upload & share your own ComfyUI workflows, so that others can build on top of them! :) Why I built this: I just started learning ComfyUI, and really like how it saves the workflow info within each image it generates. Do any of them have failures to import or other issues when you load it up. Run the workflow to generate images. This node is essential for incorporating external images into your projects, allowing you to leverage pre-existing visuals or assets as part of your creative process. Jan 20, 2024 · Upload it to the workflow. I can load the comfyui through 192. 「Load Image」ノードをクリックし「Open in MaskEditor」を使用します。 「Load Image」ノードクリックすると項目が表示されます。 項目の中から「Open in MaskEditor」を選択する。 Feb 13, 2024 · First you have to build a basic image to image workflow in ComfyUI, with an Load Image and VEA Encode like this: Manipulating workflow. Load Embedding Workflow File Basic Embedding Workflow About. Send to input; Copy selected image to "/ComfyUI/input" directory. May 12, 2025 · 在 ComfyUI 中，你只需要将Flux 安装指南和文生图教程中的相关节点替换为图生图相关节点即可创建 Flux 的图生图工作流. Load the provided workflow file into ComfyUI. Load Images (Upload)を使うとフォルダ読み込みのUIから指定してまとめて読み込める。 Video Helper Suite > Load Images (Upload) 検索名：VHS_LoadImages; image_load_cap May 22, 2024 · The FS: Load Image And Resize To Fit node is designed to streamline the process of loading an image and resizing it to fit within a specified maximum dimension while maintaining its aspect ratio. Is there a common place to download these? Nome of the reddit images I find work as they all seem to be jpg or webp. Refresh and select the model in the Load Checkpoint node in the Images group. This parameter determines the method used to generate the text prompt. Download the Lumina Image 2. This parameter is crucial as it directs the node to the correct file location. 0 workflow. float32) and then inverted. 3. IMAGE. outputs. May 12, 2025 · 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. Once the image has been uploaded they can be selected inside the node. lol, thats silly, its a chance to learn stuff you dont know, and thats always worth a look. Prepare an image you want to process; Load the image using the LoadImage node; Adjust Canny Parameters. Ensure that you use this node and not Load Image Batch From Dir. The image parameter specifies the path to the image file you wish to load. Upscaling ComfyUI workflow. example usage text with workflow image May 12, 2025 · Plugin Installation (Optional): ComfyUI-Custom-Scripts. Load Image Advanced Input Parameters: image. Image to Image can be used in scenarios such as: Converting original image styles, like transforming realistic photos into artistic styles; Converting line art into realistic images; Image restoration You can Load these images in ComfyUI to get the full workflow. This image already includes download links for the corresponding models, and dragging it into ComfyUI will automatically prompt for downloads. Replace the Empty Latent Image node with a combination of Load Image node and VAE Encoder node; Download Flux GGUF Image-to The LoadImage node is designed to facilitate the loading of images into your workflow, making it an essential tool for AI artists who need to incorporate external images into their projects. This workflow uses the Grounding DINO and Segment Anything models to create masks from an image using a prompt. I will place it in a folder on my Images with workflow JSON in their metadata can be directly dragged into ComfyUI or loaded using the menu Workflows-> Open (ctrl+o). Aug 26, 2024 · Step 4: Load Your Reference Image. 3. If you have an image created with Comfy saved either by the Same Image node, or by manually saving a Preview Image, just drag them into the ComfyUI window to recall their original workflow. To load a workflow from an image: Click the Load button in the menu; Or drag and drop the image into the ComfyUI window; The associated workflow will automatically load, complete with Sep 18, 2023 · I just had a working Windows manual (not portable) Comfy install suddenly break: Won't load a workflow from PNG, either through the load menu or drag and drop. Step 4: Upload an input image. Download the JSON format file. Recommended low_threshold range: 0. Feb 23, 2025 · Use this node to quickly load images that you want to use as input for further processing or as a base for creative projects. Users have the ability to assemble a workflow for image generation by linking various blocks, referred to as nodes. Automate any workflow Codespaces. Download the Juggernaut v7 model and put it in ComfyUI > models > checkpoints Check your comfyui code prompt box load up messages. Plug the image output of the Load node into the Tagger, and the other two outputs in the inputs of the Save node. May 12, 2025 · Import Workflow. Sep 3, 2024 · Download the workflow image at the top of the linked page and drag and drop it into ComfyUI or load it from the Load button. The pixel image. . See comments made yesterday about this: #54 (comment) Dec 16, 2023 · 4 input images. The workflow images in this tutorial contain metadata with model download information. ThinkDiffusion_Upscaling. Latest images. The alpha channel of the image. Ensure that the path is correctly specified to avoid errors in loading images. When loading is complete, load the model of your choice from ckpt_name in the “Load Checkpoint” node. Step 2: Download the checkpoint model. SD1. Introduction to FLUX. 0. If I drag and drop the image it is supposed to load the workflow ? I also extracted the workflow from its metadata and tried to load it, but it doesn't load. Apr 4, 2025 · Load image with metadata [Crystools]: The "Load image with metadata [Crystools]" node is designed to load an image along with its associated metadata, making it a powerful tool for AI artists who need to work with images that contain embedded information. example. This workflow uses an input image as the initial frame and generates an MP4 video. I will now show how to easily load a workflow. May 22, 2024 · The JDC_ImageLoader node, also known as "Load Image From Path," is designed to facilitate the loading of images from a specified file path into your AI art workflow. Couldn't zoom, or unzoom. 1 model for text-to-image generation with examples including the full version and the FP8 Checkpoint version. 1 Pro Flux. Required Nodes. Click the Queue button to run. Load the corresponding SD1. By combining the FLUX-1 text-to-image model with FLUX-RealismLoRA, trained on a curated dataset of high-resolution photographs and captions, this workflow enables the creation of incredibly lifelike images from text prompts alone. Instant dev environments Issues. Get back to the basic text-to-image workflow by clicking Load Default. Pro-tip: Insert a WD-14 or a BLIP Interrogation node after it to automate the prompting for each image. crop. Images created with anything else do not contain this data. Select Update ComfyUI. Masks from the Load Image Node. Select Add Node > loaders > Load Upscale Model. 1 VACE Control Workflow Token Cost & Quality Options Mar 3, 2024 · ComfyUI serves as a graphical user interface (GUI) for Stable Diffusion. Since the provided video is preprocessed, no additional processing is needed; If you need to preprocess the original video yourself, you can modify the Image preprocessing group or use comfyui Workflow. I'm aware that the option is in the empty latent image node, but it's not in the load image node. 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. All images generated by ComfyUI contain metadata including workflow information. Nodes. May 12, 2025 · If the default workflow isn’t loaded after running ComfyUI, follow the steps shown in the images below to load ComfyUI’s default text-to-image workflow. See the image is cropped below while keeping size 1024×1024. The LoadImage node always produces a MASK output when loading an image. Plan and track work Code Review. Step 5: Set Up CLIPTextEncode Node. Right-click the image. Apr 4, 2025 · image_load_cap. As far as comfyui this could be awesome feature to have in the main system (Batches to single image / Load dir as batch of images) Perhaps I can make a load images node like the one i have now where you can load all images in a directory that is compatible with that node. Many images (like JPEGs) don’t have an Dec 4, 2023 · What is ComfyUI? ComfyUI serves as a node-based graphical user interface for Stable Diffusion. Steps to Reproduce. It provides two main processing modes: Batch Image Processing and Single Image Processing, along with supporting image segmentation and merging functions. Load Image Node: Add a Load Image node to import the base image for modification. So dragging an image made with Comfy onto the UI loads the entire workflow used to make it, which is awesome, but is there a way to make it load just the prompt info and keep my workflow otherwise? May 12, 2025 · ComfyUI 工作流基础概念以及如何使用 什么是工作流（Workflow）？ 工作流是 ComfyUI 中最核心的概念，简单来说就是由多个节点（Node）连接组成的图形化界面，用来描述 AI 绘图的整个处理过程。 I recently switched to comfyui from AUTOMATIC1111 and I'm having trouble finding a way of changing the batch size within an img2img workflow. Step 0: Update ComfyUI. GPT Image 1 + Wan2. upscale_method. Example Workflow not amenable to loading: Debug Logs Apr 4, 2025 · The Load Image List From Dir (Inspire) node is designed to streamline the process of loading multiple images from a specified directory into your AI art workflow. 2-0. May 12, 2025 · Feature/Version Flux. (early and not Flatten: Combines all the current layers into a base image, maintaining their current appearance. Load Image List From Dir (Inspire). Send to node Load image by index. Note: This workflow includes a custom node for metadata. 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. 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. A quick question for people with more experience with ComfyUI than me. 1:8188 but when i try to load a flow through one of the example images it just does nothing. This parameter specifies the location from which the images will be loaded. It totally froze the 'workspace'. Reload the ComfyUI page after the update. 1 and ComfyUI_Frontend v1. Feb 8, 2025 · 🔗ComfyUI-Custom-Scripts: Used in calculations to center the original image on the expanded image. This node simplifies the process of importing images by handling various image formats and ensuring they are correctly processed for further use. Make sure the instant ID models are selected in the dropdown menu in the nodes shown below. These nodes include common operations such as loading a model, inputting prompts, defining samplers and more. In order to avoid sending it via ssh and then loading with the LoadImage node, I'd like to somehow send it using the API and the connection I'm establishing between my computer and the server in this case. Image to Image is a workflow in ComfyUI that allows users to input an image and generate a new image based on it. After starting ComfyUI, simply drag and drop the corresponding image or I generated images from comfyUI. 🔗ComfyUI-Crystool: Used to control workflow, extract image resolution, and switching between horizontal and vertical. May 12, 2025 · The LoadImageMask node is designed to load images and their associated masks from a specified path, processing them to ensure compatibility with further image manipulation or analysis tasks. iTools Load Images 📦 Common Errors and Solutions: Note that you can download all images in this page and then drag or load them on ComfyUI to get the workflow embedded in the image. Images can be uploaded by starting the file dialog or by dropping an image onto the node. And that’s it! Just launch the workflow now. Load metadata from image Common Errors and Solutions: Feb 8, 2025 · Put the model file in the folder ComfyUI > models > checkpoints. Before loading the workflow, make sure your ComfyUI is up to date. Wether or not to center-crop the image to maintain the aspect ratio of the original latent images. Dec 20, 2024 · Key Takeaways ComfyUI IMG to IMG Workflow. Click Save to node. A lot of people are just discovering this technology, and want to show off what they created. The saved text-to-image workflow will appear—simple and straightforward. (early and not Images with workflow JSON in their metadata can be directly dragged into ComfyUI or loaded using the menu Workflows-> Open (ctrl+o). 加载图像节点加载图像节点 加载图像节点可用于加载图像。可以通过启动文件对话框或将图像拖放到节点上来上传图像。一旦图像被上传，它们就可以在节点内部被选择。 相关信息 输入 image 要使用的图像的名称。 输出 IMAGE 像素图像。 MASK 图像的Alpha通道。 示例 为了执行图像到图像的生成，你 May 12, 2025 · 2. Mar 30, 2025 · This parameter accepts the image that you want to convert into a text prompt. The target width in pixels. Combine this node with other nodes that process or analyze JSON data to create a more comprehensive workflow for your projects. Mar 16, 2025 · Hunyuan image-to-video workflow. I have made a workflow to enhance my images, but right now I have to load the image I want to enhance, and then, upload the next one, and so on, how can I make my workflow to grab images from a folder and for each queued gen, it loads the 001 image from the folder, and for the next gen, grab the 002 image from the same folder? Thanks in advance! Feb 21, 2025 · Use this node to quickly gather metadata from a batch of images, which can be particularly useful for organizing and categorizing large image collections. 2. This feature enables easy sharing and reproduction of complex setups. Utilize the start_index to load images in batches, which can be helpful for iterative processing or when resuming work on a large dataset. Click the button below to download the corresponding workflow, then drag it into the ComfyUI interface or use the menu Workflows-> Open(Ctrl+O) to load it. The Image Metadata Mar 27, 2025 · Load Image Batch Input Parameters: path. 168. Text to Image. Download the workflow JSON file below. You can load workflows by: Dragging and dropping a ComfyUI-generated image into the interface; Using menu Workflows-> Open to open an image; Try loading the workflow using this example image: Mar 11, 2025 · How do we load a workflow? Here are two common methods: ① Click "Open" in the function area, select the saved json file, and click open. Restart ComfyUI. Tap on the Load button on the right panel of the ComfyUI. We would like to show you a description here but the site won’t allow us. Single image works by just selecting the index of the image. The values from the alpha channel are normalized to the range [0,1] (torch. Aug 22, 2024 · With automatic preview generation and a straightforward setup, this workflow significantly enhances efficiency and user experience. Images generated by ComfyUI contain the workflow used to create them. Load another workflow. 1 model and guides you through using the Flux. The LoadImage node is designed to facilitate the loading of images into your workflow, making it an essential tool for AI artists who need to incorporate external images into their projects. Method option. The default value is 0, which means no limit is applied. Select Open in MaskEditor in the context menu. It also provides fallback mechanisms to create a default image if the specified image cannot be loaded, ensuring that your workflow remains uninterrupted. 1 Schnell; Overview: Cutting-edge performance in image generation with top-notch prompt following, visual quality, image detail, and output diversity. Here is a basic text to image workflow: Image to Image. It focuses on handling various image formats and conditions, such as presence of an alpha channel for masks, and prepares the images and masks for downstream processing by converting them to a standardized ComfyUI, like many Stable Diffusion interfaces, embeds workflow metadata in generated PNGs. Belittling their efforts will get you banned. Aug 7, 2023 · Workflows can only be loaded from images that contain the actual workflow metadata created by ComfyUI, and stored in each image COmfyUI creates. Load Image From Path [DVB] Common Errors and Solutions: FileNotFoundError Load Image (Inspire): This node is similar to LoadImage, but the loaded image information is stored in the workflow. Width. This feature is useful when incorporating work done with external painting Many of the workflow guides you will find related to ComfyUI will also have this metadata included. Feb 21, 2025 · Put it in the folder ComfyUI > models > controlnet. Enter your desired text prompt in the node's properties to guide the FLUX Img2Img generation process. This node is particularly useful for AI artists who need to prepare images for further processing or analysis, ensuring that the images are May 12, 2025 · 2. Download & drop any image from the website into ComfyUI, and ComfyUI will load that image's entire workflow. 🔗ComfyUI-GGUF：Uses to load Unet and CLIP of GGUF format. Nothing happens at all when I do this May 12, 2025 · At this point, clicking on the clipboard space will display the currently copied image, and you can load the image into nodes that support pasting (such as: Load Image node). Load Default: Loads the ComfyUI default workflow. Loras are patches applied on top of the main MODEL and the CLIP model so to use them put them in the models/loras directory and use the LoraLoader node like this: You can apply multiple Loras by chaining multiple LoraLoader nodes like this: Welcome to the unofficial ComfyUI subreddit. 1 image-to-video or Wan2. Click Manager > Update All. 6. Put the path (has to be on local machine running where the comfyui server is installed). 1 Dev Flux. Couldn't load a different workflow, but it wasn't frozen. 1 I2V Workflow GPT Image 1 + Wan2. Apr 1, 2025 · Use the load_limit parameter to manage system resources effectively, especially when dealing with large image datasets. Jan 11, 2025 · Workflow overview. Nov 25, 2023 · Upload any image you want and play with the prompts and denoising strength to change up your original image. IP adapter. Feb 21, 2025 · Exercise: Recreate the AI upscaler workflow from text-to-image. Jan 25, 2025 · ComfyUI Loop Image is a node package specifically designed for image loop processing. Step 2: Load Sep 26, 2023 · In that case, you have two options: create your own workflow or, more commonly, download workflows created by others and load them directly into ComfyUI. Upload an input image to the Load Image node. I tried renaming every file in my queue to "queue_[randomString]" and filter by "queue_" but it didn't work and I didn't see the correct results, it seems they didn't get updated unless I first manually load one of those images in the "load image" node. I will resolve this in a future version. In ComfyUI, you only need to replace the relevant nodes from the Flux Installation Guide and Text-to-Image Tutorial with image-to-image related nodes to create a Flux image-to-image workflow. You set a folder, set to increment_image, and then set the number on batches on your comfyUI menu, and then run. I made this using the following workflow with two images as a starting point from the ComfyUI IPAdapter node repository. Click to download Wan2. Show image: Opens a new tab with the current visible state as the resulting image. Perhaps I can make a load images node like the one i have now where you can load all images in a directory that is compatible with that node. This means we can load workflows directly You can Load these images in ComfyUI to get the full workflow. Download the workflow file from this tutorial; Click “Load” in ComfyUI, or drag and drop the downloaded JSON file into ComfyUI; Prepare Input Image. Get a quick introduction about how powerful ComfyUI can be! Dragging and Dropping images with workflow data embedded allows you to generate the same images t Jan 18, 2025 · Drop the image to the Load image node. The quality and content of the image will directly impact the generated prompt. height. Apr 30, 2024 · Load the default ComfyUI workflow by clicking on the Load Default button in the ComfyUI Manager. For the most part, we manipulate the workflow in the same way as we did in the prompt-to-image workflow, but we also want to be able to change the input image we use. It basically creates an index and iterates through the images. This example is an example of merging 3 different checkpoints using simple block merging where the input, middle and output blocks of the unet can have a Dec 28, 2024 · Step 1: Load the ComfyUI workflow. The workflow below directly upscales the output from a text-to-image workflow. May 12, 2025 · You can Load these images in ComfyUI to get the full workflow. The pixel images to be upscaled. Please keep posted images SFW. If you don't have ComfyUI Manager installed on your system, you can download it here . Apr 4, 2025 · Load Images (Path) 🎥🅥🅗🅢 Usage Tips: Ensure that the directory path specified in the directory parameter is valid and contains the images you want to load. As far as comfyui this could be awesome feature to have in the main system (Batches to single image / Load dir as batch of images) 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. Workflow and Assets. 1 May 12, 2025 · Using ComfyUI ControlNet Auxiliary Preprocessors to Preprocess Reference Images. Run any ComfyUI workflow w/ ZERO setup (free & open source) Try now. For installation instructions, refer to How to Install Custom Nodes in ComfyUI. May 14, 2023 · All PNG image files generated by ComfyUI can be loaded into their source workflows automatically. Sep 26, 2024 · By using this node, you can seamlessly integrate image loading into your creative projects, allowing for a smooth and efficient workflow. The denoise controls the amount of noise added to the image. The easiest way to do this is to use ComfyUI Manager. 5 Checkpoint model at step 1; Load the input image at step 2; Load the OpenPose ControlNet model at step 3; Load the Lineart ControlNet model at step 4; Use Queue or the shortcut Ctrl+Enter to run the workflow for image added the Crop Image node, woohoo javascript overdose : it works ok with ComfyUI v0. 15 KB. (early and not Mar 24, 2024 · ComfyUIでは、「Inpaint」機能を使うことができます！ 使い方は以下の通りです。 1. The image itself is stored in the workflow, making it easier to reproduce image generation on other computers. Instead of stretching the image, you can pad or crop the image using the method option in the Resize node. You can load workflows into ComfyUI by: dragging a PNG image of the workflow onto the ComfyUI window (if the PNG has been encoded with the necessary JSON) copying the JSON workflow and simply pasting it into the ComfyUI window; clicking the “Load” button and selecting a JSON or PNG file But basically use it same as load image node. 5; Recommended high_threshold . 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): May 12, 2025 · In ComfyUI the saved checkpoints contain the full workflow used to generate them so they can be loaded in the UI just like images to get the full workflow that was used to create them. The Load node has two jobs: feed the images to the tagger and get the names of every image file in that folder. The method used for resizing. The LoadImage node uses an image’s alpha channel (the “A” in “RGBA”) to create MASKs. May 12, 2025 · Load Image Documentation. Change Image Batch Size (Inspire): Change Image Batch Size Load Image (as Mask)¶ The Load Image (as Mask) node can be used to load a channel of an image to use as a mask. 4. Any ideas on this? Because when I left click it I see a huge list of images. Load your reference image to begin the FLUX Img2Img transformation process. was-node-suite-comfyui: Provides essential utilities and nodes for general operations. Step 2: Update ComfyUI. May 12, 2025 · Outpainting is the same thing as inpainting. image. and spit it out in some shape or form. Direct Upscaling from Text-to-Image Workflow Results. Oct 1, 2024 · Placing the image into the comfyUI/input folder will then allow the relevant workflow to be loaded and examined using the Load button in the comfyUI interface. What it's great for: If you want to upscale your images with ComfyUI then look no further! The above image shows upscaling by 2 times to enhance This project provides two complementary nodes for ComfyUI, allowing you to load and save images while preserving their metadata intact. Adjust your prompts and parameters as desired. By default ComfyUI expects input images to be in the ComfyUI/input folder, but when it comes to driving this way, they can be placed anywhere. A workflow can also be stored in a human-readable text file that follows the JSON data format. Usage Added menu to Save Image node and Preview Image node. eddb dmbfgp uhsjmlw sgrkba yzcy vnnz bcxmymh ydi pvtccl lbufarnv