Comfyui load image batch example mac Hi all, The title explains it, I am repeating the same action over and over on a number of input images and I would like, instead of having to manually load each image and then pressing on the "queue prompt", to be able to select a folder and have Comfy process all input images in that folder. The dictionary contains a list of all lines in the file. 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. Here is an example: You can load this image in ComfyUI to get the workflow. It allows for more granular control over the batched images, enabling operations on individual or subsets of images within a larger batch. github // GitHub Actions 工作流文件夹 │ ├── 📁 comfy // │ ├── 📁 comfy_extras // │ ├── 📁 custom_nodes // comfyUI 自定义节点文件目录（插件安装目录） │ ├── 📁 input This guide aims to help you understand ComfyUI’s basic operations and complete your first image generation. 0 ComfyUI Workflows, ComfyUI-Huanyuan3DWrapper and ComfyUI Native Support Workflow Examples This guide contains complete instructions for Hunyuan3D 2. But if you saved one of the still/frames using Save Image node OR EVEN if you saved a generated CN image using Save Image it would transport it over. 安装并更新 ComfyUI 到最新版本. Add the standard "Load Image" node Right click it, "Convert Widget to Input" -> "Convert Image to Input" Double-click the new "image" input that appears on the left. The image_2 parameter is the second image to be included in the batch. Jan 14, 2024 · はじめに 生成AIにてStable diffusion WebUIに限界を感じてComfyUIを触り始めた方向けの情報です。 ComfyUIでは主にImageの情報をPixel空間とLatent空間でとり扱いますが、今回はImageのデータの初歩的な扱いについて説明します。 Imageについて ComfyUIを触っていると青色のLineを目にすると思います。これはPixel May 12, 2025 · Lumina Image 2. It is automatically rescaled to match the dimensions of the first image if they differ. Apr 4, 2025 · The node ensures that even if the number of images is less than the specified split count, it will handle the discrepancy gracefully by adding empty images to maintain the desired batch size. Select an image file you wish to use for the face swap. I would like to keep the original file name but add the prefix to the end, such as 'IMG_0001_SUPIR_000X,'. example. The mask input in Save Image (LOOP) is optional. 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. pattern is a glob that allows you to do things like **/* to get all files in the directory and subdirectory or things like *. Click on the image below and drag and drop the full-size image to the ComfyUI canvas. In the new node, set "control_after_generate" to "increment". Inpainting Workflow GPT-Image-1 also supports image editing functionality, allowing you to specify areas to replace using a mask. Many images (like JPEGs) don’t have an May 12, 2025 · After you complete the image generation, you can right-click on the preview/save image node to copy the corresponding image. And I mean batch on the right. The path should be formatted as: /workspace/ComfyUI/input/{your-image-folder} . Load Text File Now supports outputting a dictionary named after the file, or custom input. This workflow node includes both image description and image generation. The total steps is 16. 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. ComfyUI-Mac-Installer is a script that automatically installs ComfyUI with all needed dependencies. The Wan2. This operation facilitates the combination of different latent representations for further processing or generation tasks. May 12, 2025 · 2. image_count: Number of processed frames. You set a folder, set to increment_image, and then set the number on batches on your comfyUI menu, and then run. May 12, 2025 · Lora Examples. Increment images in a folder, or fetch a single image out of a batch. Once the image has been uploaded they can be selected inside the node. 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. We’ll cover: Loading example workflows. Next to your “manager”. The image path can be in the following format: Absolute path: D:\ComfyUI\output\ComfyUI_00001_-assets\ComfyUI_00001_. images: Loaded frame data. Authored by shadowcz007. You can Load these images in ComfyUI open in new window to get the full workflow. mask_images: Masks for each frame are output as images. The pixel image. You can set the Queue's "extra options" -> "Batch count" to the number of files in the folder so that clicking Queue once will iterate through all the files sequentially. Mar 9, 2025 · InvokeAI Batch is a powerful command-line tool introduced in version 2. 1 background image and 3 subjects. Add a load image node to your workflow. For me on the Mac system, there are times when the “Command” key doesn’t work, but the Welcome to the unofficial ComfyUI subreddit. The path to the image folder must be correctly formatted and accessible, typically as an absolute path. Enter ComfyUI PuLID Flux 2, a groundbreaking tool that takes face swaps to the next level by seamlessly integrating character identities into new images input_image - is an image to be processed (target image, analog of "target image" in the SD WebUI extension); Supported Nodes: "Load Image", "Load Video" or any other nodes providing images as an output; source_image - is an image with a face or faces to swap in the input_image (source image, analog of "source image" in the SD WebUI extension); Oct 20, 2023 · Load Image From Url (mtb) Load an image from the given URL: Load Image Sequence (mtb) Load an image sequence from a folder. There is making a batch using the Empty Latent Image node, batch_size widget, and there is making a batch in the control panel. Jan 4, 2025 · 文章浏览阅读5. Here is an example of how to use upscale models like ESRGAN. 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. pinokio: https://pinokio. Advanced Feature: Loading External Workflows. Pinokio’s capabilities include a one-click deployment and installation of various mainstream AI projects such as Stable Diffusion WebUI, covering fields like drawing, video, and audio. computer/ Dec 16, 2023 · 4 input images. png. 3 billion parameters), covering various tasks including text-to-video (T2V) and image-to-video (I2V). Then you can load this image in ComfyUI to get the workflow that shows how to use the LCM SDXL lora with the SDXL base model: The important parts are to use a low cfg, use the “lcm” sampler and the “sgm_uniform” or “simple” scheduler. Currently, I use "Load image batch from Dir (inspired)" to work on SUPIR. Form connections between nodes by dragging and holding the input or output dots. Category. Limitations. You can also specifically save the workflow from the floating ComfyUI menu Load Batch Images Increment images in a folder, or fetch a single image out of a batch. May 12, 2025 · ComfyUI_windows_portable ├── ComfyUI // Main folder for Comfy UI │ ├── . ♾️Mixlab/Image. 2, designed to streamline the image generation process by allowing users to create hundreds of images from a variety of prompts and settings. However, traditional face swap methods often result in awkward lighting, pixelation, and unnatural-looking outputs. To start using ComfyUI, load a Stable Diffusion checkpoint model in the Load Checkpoint node. Dec 7, 2024 · This parameter accepts an image batch in the form of a tensor. If sketching is applied, it will be reflected in this output. The LoadImagesToBatch node in ComfyUI is a versatile and essential tool for users looking to effectively manage and manipulate image data within a batch processing environment. The default value is 16, with a minimum May 12, 2025 · Load Image. Load Text File. 。 There is making a batch using the Empty Latent Image node, batch_size widget, and there is making a batch in the control panel. 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. I don't think the generation info in ComfyUI gets saved with the video files. Similar to image_1, this parameter accepts an image input and is combined with the first image to start forming the batch. You can then navigate the workspace by zooming in and out using the mouse wheel or two-finger pinch. In order to perform image to image generations you have to load the image with the load image node. Learn about the LoadImage node in ComfyUI, which is designed to load and preprocess images from a specified path. It will even try and load things that aren't images if you don't provide a matching pattern for it - this is the main problem, really, it uses the pattern matching from the "glob" python library, which makes it hard to specify multiple file extensions at once. ) Reply reply Top 4% Rank by size IMAGE. 63 seconds; Batch Size (4 images): Total generation time of 16. In 1111 using image to image, you can batch load all frames of a video, batch load control net images, or even masks, and as long as they share the same name as the main video frames they will be associated with the image when batch processing. Updated 22 days ago. Input the absolute path of your image folder in the directory path field. Here is an example for outpainting: Redux May 12, 2025 · 目前 ComfyUI 官方已推出 ComfyUI Desktop 版本，可以像普通软件程序一样安装，可以方便的进行安装，如果你是 Windows 用户，强烈建议你使用 ComfyUI Desktop 版本. ComfyUI, like many Stable Diffusion interfaces, embeds workflow metadata in generated PNGs. safetensors is selected, and the left/right arrows don’t show null text May 12, 2025 · Complete Guide to Hunyuan3D 2. Actively maintained by AustinMroz and I. The values from the alpha channel are normalized to the range [0,1] (torch. Created about a year ago. However the composability is really limited. 如果你还没有安装 ComfyUI,请参考对应板块内容完成安装: ComfyUI 安装教程 ComfyUI 更新教程 Load Image Batch; ComfyUI Node: Load Image Batch. ComfyUI Desktop 版本安装教程; ComfyUI Desktop 版本现在原生支持英文、中文、俄语、日语、韩语; 有诸多体验优化 May 12, 2025 · IMAGE: The destination image onto which the source image will be composited. Will reset it's place if the path, or pattern is changed. HiDream-I1 is a text-to-image model officially open-sourced by HiDream-ai on April 7, 2025, with a parameter scale of 17B. This integer parameter specifies the desired size of the expanded image batch. A lot of people are just discovering this technology, and want to show off what they created. Just note that this node forcibly normalizes the size of the loaded image to match the size of the first image, even if they are not the same size, to create a 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. safetensors is correctly loaded; In the Load Image node, upload the input image provided earlier; Check the Load VAE node: Ensure hunyuan_video_vae_bf16. 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). . After adding the ReActor Node in MimicPC, here’s a straightforward example to show a basic AI workflow using the MimicPC with the ReActor node: Step 1: Configure the Input Image. Hey all- I'm attempting to replicate my workflow from 1111 and SD1. 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. Right-click and May 12, 2025 · Image From Batch｜バッチからの画像抽出 ComfyUIのImageFromBatchノードについて学びます。 このノードは、指定されたインデックスと長さに基づいて、バッチから特定の画像セグメントを抽出するために設計されています。 Many of the workflow guides you will find related to ComfyUI will also have this metadata included. Authored by . 5\EasyNegative,:1. To load images, you can use the 'Load Image From Folder' node, which facilitates the loading and processing of images from a specified directory. 3B (1. Lumina-Image-2. In the process of saving the file, I use 'image save' as shown in the picture, but it will be renamed to 'prefix_xxxx' instead. Connect the path output from Load Image (LOOP) to the image_path input of Save Image (LOOP). Dec 7, 2024 · The image parameter expects a list of images that you want to combine into a single batch. These are examples demonstrating how to use Loras. Image Batch Splitter (Inspire) Input Parameters: images. It basically creates an index and iterates through the images. May 12, 2025 · Load Image. 3. This process is essential for managing and optimizing the processing of image data in batch operations, ensuring that images are grouped according to the desired batch size for efficient handling. See tutorial at r/comfyui. Click on Update All to update ComfyUI and the nodes. 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. 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) IMAGE. You can also determine the quality by the size of the model file; generally, larger files mean higher quality and more VRAM required. git // Git版本控制文件夹，代码版本管理用 │ ├── . It serves as the background for the composite operation. At position 2, upload the image you want Janus Pro to interpret. Explanation: The provided string is not a valid Base64-encoded image. Its utility is further enhanced in environments where you run ComfyUI online, maintaining consistent and efficient workflow management. This node is particularly useful for AI artists who need to work with a large number of images, as it supports sorting images by time and can output a single image at a time. The Empty Latent Image will run however many you enter through each step of the workflow. 6B parameters and based on the DiT architecture, this model demonstrates impressive performance in image quality, composition, and prompt comprehension. You may need to convert them to mask data using a Mask To Image node, for example. Replace the Empty Latent Image node with a combination of Load Image node and VAE Encoder node; Download Flux GGUF Image-to-Image ComfyUI workflow example ComfyUI's built-in Load Image node can only load uploaded images, which produces duplicated files in the input directory and cannot reload the image when the source file is changed. Follow these steps according to the image numbers: In the Load Checkpoint node, use the arrows or click the text area to ensure v1-5-pruned-emaonly-fp16. It will create a new node. I think I have a reasonable workflow, that allows you to test your prompts and settings and then "flip a switch", put in the image numbers you want to upscale and rerun the workflow. It is crucial for defining the content that will be duplicated across the batch. Images can be uploaded by starting the file dialog or by dropping an image onto the node. May 12, 2025 · Learn about the LoadImage node in ComfyUI, which is designed to load and preprocess images from a specified path. Unzip and place both apps in the same directory. Input images should be put in the input May 31, 2024 · Start ComfyUI. Feb 25, 2025 · Batch Count (4 images): Total generation time of 62. This is the node you are looking for. Because when I left click it I see a huge list of images. 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 liked the ability in MJ, to choose an image from the batch and upscale just that image. Example Use Case of Building a Simple AI Workflow by MimicPC. 类名：LoadImageMask 分类：mask 输出节点：False LoadImageMask 节点旨在从指定路径加载图像及其相关遮罩，处理它们以确保与进一步的图像操作或分析任务兼容。 May 12, 2025 · Check the Load CLIP Vision node: Ensure llava_llama3_vision. amount: INT: The ‘amount’ parameter specifies the number of times the input image should be replicated. Please share your tips, tricks, and workflows for using this software to create your AI art. Ensure that you use this node and not Load Image Batch From Dir. Load Image From Path instead loads the image from the source path and does not have such problems. And above all, BE NICE. After borrowing many ideas, and learning ComfyUI. Example Welcome to the unofficial ComfyUI subreddit. It serves as the reference for the dimensions to which the second image will be adjusted if necessary. Put the path (has to be on local machine running where the comfyui server is installed). Example: Suppose your image folder is "Test1" and it is in the “ComfyUI/input" directory. Mar 27, 2025 · Streamline loading multiple images from directory for AI art projects, manage and manipulate image data efficiently. Contribute to CavinHuang/comfyui-nodes-docs development by creating an account on GitHub. size. There is a simple way that you can install ComfyUI in just one click,use pinokio. May 12, 2025 · image: IMAGE: The ‘image’ parameter represents the image to be replicated. Here is an example. ComfyUI Desktop Installation Guide; ComfyUI Desktop version now natively supports English, Chinese, Russian, Japanese, and Korean Update: For working with Photoshop, comfyui-photoshop is more convenient and supports waiting for changes. Can I ask what the problem was with Load Image Batch from WAS? It has a "random" mode that seems to do what you want. The LoadImage node uses an image’s alpha channel (the “A” in “RGBA”) to create MASKs. At position 3, you can adjust the prompt for image description. The Simple Load Image Batch node is optimal for users seeking a lean and efficient method of loading and processing large batches of images. 1 model, open-sourced by Alibaba in February 2025, is a benchmark model in the field of video generation. Mar 28, 2025 · Specify the input image directory for the path in “🔶 Load Image Batch”. Click on Install Missing Custom Nodes and install any missing nodes. It is licensed under the Apache 2. 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. Installation steps: Download ComfyUI-Mac-installer apps. The denoise controls the amount of noise added to the image. This feature enables easy sharing and reproduction of complex setups. The node will continue to add more 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. Now supports outputting a dictionary named after the file, or custom input. WASasquatchCreated 2 years ago. Load Image Advanced Input Parameters: image. unfortunately your examples didn't work. May 12, 2025 · Load Image(as Mask)-加载图像遮罩 文档说明. Pro-tip: Insert a WD-14 or a BLIP Interrogation node after it to automate the prompting for each image. If that doesn't give you the seed used to recreate the image, you need to find the original seed. Close ComfyUI and restart it. git // Git version control folder, used for code version management │ ├── . This node is essential for preparing images for further processing or May 12, 2025 · Learn about the ImageFromBatch node in ComfyUI, which is designed for extracting a specific segment of images from a batch based on the provided index and length. 0 ComfyUI workflows, including single-view and multi-view complete workflows, and provides corresponding model download links May 12, 2025 · After you complete the image generation, you can right-click on the preview/save image node to copy the corresponding image. At position 1, select either the 1B or 7B model. Load Source Video Use the (This is by using one of the custom image save nodes - was-node-suite I think - and changing 'filename prefix' to an input so you can wire the batch load's filename to it. May 6, 2023 · Also, ability to load one (or more) images and duplicate their latents into a batch, to be able to support img2img variants. safetensors is correctly loaded; Check the Load Diffusion Model node: Ensure the corresponding HunyuanVideo GGUF model is correctly Apr 4, 2025 · The quality and dimensions of this image will influence the subsequent images added to the batch. png [input] Relative Once I've amassed a collection of noteworthy images, my plan is to compile them into a folder and execute a 2x upscale in a batch. The image parameter specifies the path to the image file you wish to load. Jan 6, 2025 · Upon accessing the GUI, you will see the default text-to-image workflow. May 12, 2025 · 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. License Type Released under the MIT License, it supports use for personal projects, scientific research, and commercial purposes. Close the window when the installation is done. MASK. 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. 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. UNETLoader. That node will try to send all the images in at once, usually leading to 'out of memory' issues. I've kindof gotten this to work with the "Text Load Line From File" custom node from WAS Suite. ComfyUI Node: Load Images(base64) ♾️Mixlab. This will automatically parse the details and load all the relevant nodes, including their settings. Now every time you queue a new job, it will use the next image in the folder, in sequence. May 12, 2025 · 本教程将详细介绍如何在 ComfyUI 中使用腾讯混元 HunyuanVideo 模型进行文生视频生成。我们会一步步指导你完成整个过程。 1. Each image in the list should be in the same format, but they can have different dimensions. This node simplifies the process of importing images by handling various image formats and ensuring they are correctly processed for further use. Belittling their efforts will get you banned. It directly influences the size of the output batch, allowing for flexible Img2Img Examples. This image can optionally be resized to fit the destination image’s dimensions. ComfyUI-VideoHelperSuite for loading videos, combining images into videos, and doing various image/latent operations like appending, splitting, duplicating, selecting, or counting. Single image works by just selecting the index of the image. jpg to select only JPEG images in the directory specified. These are examples demonstrating how to do img2img. This is just a modified version. The node will automatically resize all images to match the dimensions of the first image in the list, ensuring consistency. example¶ In order to perform image to image generations you have to load the image with the load image node. app in Finder. ) Reply reply Top 4% Rank by size May 12, 2025 · How to install ComfyUI in different systems. How to iterate over files in a folder? : comfyui (reddit. Jan 19, 2025 · A comfyui node that uses the loop function to process images and masks - WainWong/ComfyUI-Loop-image 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 But basically use it same as load image node. Sep 26, 2024 · By using this node, you can seamlessly integrate image loading into your creative projects, allowing for a smooth and efficient workflow. If you are a Windows user, we strongly recommend using the ComfyUI Desktop version. 0 is a text-to-image model open-sourced by the Alpha-VLLM team during Chinese New Year 2025. 2) Embedding models can be used like normal prompts, using May 12, 2025 · 4. So you can do a batch run with batch inits by just giving a batched init? Masks from the Load Image Node. May 12, 2025 · Common shortcuts in ComfyUI and how to customize them. Relative to the input directory: ComfyUI_00001_-assets\ComfyUI_00001_. With 2. The LoadImage node always produces a MASK output when loading an image. After installing the image model, follow the steps in the image below to load the model and generate your first image. app and ComfyUI Starter. 1 day ago · Image From Batch - 从批次获取图像. If you find that the command key does not work when actually using it, you can check if it is caused by some browser plugins, or try switching to another browser to see the effect. Put them in the models/upscale_models folder then use the UpscaleModelLoader node to load them and the ImageUpscaleWithModel node to use them. app. 1510 stars. Here is an example you can drag in ComfyUI for inpainting, a reminder that you can right click images in the “Load Image” node and “Open in MaskEditor”. The alpha channel of the image. safetensors and put it in your ComfyUI/models/loras directory. (early and not Update: For working with Photoshop, comfyui-photoshop is more convenient and supports waiting for changes. There are apps and nodes which can read in generation data, but they fail for complex ComfyUI node setups. 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 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. 5k次，点赞37次，收藏21次。comfyui教程：本文将为你提供一份全面的 ComfyUI 入门指南，涵盖从 ComfyUI 的介绍，到它的生图工作流程，再到实操。我将通过简单的一些生图流程案例来向你介绍 ComfyUI 中的各项操作。_comfyui load image batch Apr 23, 2023 · In the usual ComfyUI LoadImage it is comparing the hash of the image to identify if it has changed. Set batch to run the number of images you have (if 10 images in folder set batch to 10). May 12, 2025 · 📁ComfyUI_windows_portable ├── 📁ComfyUI // comfy UI主要文件夹 │ ├── . Enable save steps if you want to keep a copy of the file at each iteration. 20 seconds; While batch size appears faster at first glance, here's what's actually happening: When we try to process multiple images at once using batch size, it's like trying to stuff too many cookie trays in a small oven. May 12, 2025 · Janus Pro ComfyUI Workflow. 1 ComfyUI Workflow. 1 Model Loading Nodes. Use ComfyUI-Mac-Installer. 1195 stars. source: IMAGE: The source image to be composited onto the destination image. You can Load these images in ComfyUI to get the full workflow. Prepare Reference Images; Use the LoadImage node to load reference images; Images should ideally match the target resolution ratio; Adjust Conversion Parameters; Lower the CFG value (recommended 3-5) to maintain consistency with the reference image; Sampling steps can be appropriately reduced (15-20) Video-to-Video. image2: IMAGE: The second image to be combined into the batch. The different from original Video Helper Suite node is that the original loads all images as batch. For macOS users, Ctrl can also be replaced with Command for use. Maintained by Fannovel16. You can look at the EXIF data to get the SEED used. This parameter represents the batch of images you want to split. Useful for automated or API-driven workflows. safetensors Weight Type: default (can choose fp8 type if memory is insufficient) LoadImagesFromPath: The LoadImagesFromPath node is designed to streamline the process of loading images from a specified directory path. Load Image List From Dir (Inspire). png [input] Relative May 12, 2025 · How to install ComfyUI in different systems. Loading multiple images seems hard. 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. Combine this node with other image processing nodes to create complex workflows that involve loading, manipulating, and saving images. All of the batched items will process until they are all done. I want to load it into comfyui, push a button, and come back in several hours to a hard drive full of images. 0. May 12, 2025 · For example, Q2 requires less VRAM but generates lower quality images, while Q8 requires more VRAM but generates higher quality images. Load Image (Base64) Common Errors and Solutions: Invalid Base64-encoded string. May 12, 2025 · 解决ComfyUI Manager安全级别报错「This action is not allowed」的完整指南; 如何在局域网中访问 ComfyUI; 如何在 ComfyUI 中调整字体大小：分步指南; 如何更改 ComfyUI 的输出文件夹位置; 如何启用 ComfyUI 新版本菜单; 为什么使用相同的种子值，ComfyUI 和 A1111 生成的图像不一样？ May 12, 2025 · Wan2. IMAGE: The first image to be combined into the batch. image_2. Load Batch Images Increment images in a folder, or fetch a single image out of a batch. comfyui节点文档插件,enjoy~~. No support for image lists or batch inputs in 'Save Image (LOOP)'. I will place it in a folder on my May 12, 2025 · Learn about the LatentBatch node in ComfyUI, which is designed to merge two sets of latent samples into a single batch, potentially resizing one set to match the dimensions of the other before concatenation. In this example, I have created a folder train_images in the ComfyUI input folder as ComfyUI\input\train_images and placed the images there. Updated 12 days ago. It facilitates the loading of multiple images into a batch, streamlining the workflow for tasks that require handling numerous images simultaneously. The Load Image Batch node streamlines the image loading process, freeing you from repetitive and manual tasks associated with handling large image datasets. WAS Suite > IO > Load Image Batch; 検索名：Load Image Batch (検索にもスペースが必要なので注意) こちらのmodeをincremental_imageにすることで上記のバッチごとに1枚ずつ読み込みが可能。 pathにパスを入れておく。 他のパラメタに関してはここでは解説せず。 May 12, 2025 · 2. 5 by using XL in comfy. 0 license and offers two versions: 14B (14 billion parameters) and 1. The current frame is used to determine which image to load. May 12, 2025 · Since general shapes like poses and subjects are denoised in the first sampling steps this lets us for example position subjects with specific poses anywhere on the image while keeping a great amount of consistency. Load Cache: Load cached Latent, Tensor Batch (image), and Conditioning files. zip containing InstallComfyUI. Load Batch Images. Ideally, I'd love to leverage the prompt loaded from the image metadata (optional), but more crucially, I'm seeking guidance on how to efficiently batch load images from a folder for subsequent upscaling. To load a workflow from an image: Click the Load button in the menu; Or drag and drop the image into the ComfyUI window Welcome to the unofficial ComfyUI subreddit. This example contains 4 images composited together. WAS Suite/IO. (This is by using one of the custom image save nodes - was-node-suite I think - and changing 'filename prefix' to an input so you can wire the batch load's filename to it. Load Image Batch From Dir (Inspire): This is almost same as LoadImagesFromDirectory of ComfyUI-Advanced-Controlnet. github // GitHub Actions workflow folder │ ├── comfy // │ ├── 📁 comfy_extras // │ ├── 📁 custom_nodes // Directory for ComfyUI custom node files (plugin installation directory) │ ├── 📁 Jan 8, 2024 · Load Image Batch. Learn about the RebatchImages node in ComfyUI, which is designed for reorganizing a batch of images into a new batch configuration, adjusting the batch size as specified. Click on Manager on the ComfyUI windows. This is pretty simple, you just have to repeat the tensor along the batch dimension, I have a couple nodes for it. This parameter is crucial as it directs the node to the correct file location. 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: As mentioned, put all the images you want to work on in ComfyUI's "input" folder. Real-world Use-cases Jan 24, 2025 · In the world of AI-generated imagery, face swaps have become a popular technique for creating unique and personalized content. 了解 ComfyUI 中的 ImageFromBatch 节点，用于根据提供的索引和长度从一批图像中提取特定段。它允许对批处理图像进行更细粒度的控制，使得可以对较大批次中的单个或子集图像执行操作。 查看文档 These are examples demonstrating how to do img2img. comfyui_controlnet_aux for ControlNet preprocessors not present in vanilla ComfyUI. Okay, that sounds like we would need a "Load Batch Image with metadata" node for the reasons described above. May 12, 2025 · Upscale Model Examples. Right-click and May 12, 2025 · Image From Batch｜バッチからの画像抽出 ComfyUIのImageFromBatchノードについて学びます。 このノードは、指定されたインデックスと長さに基づいて、バッチから特定の画像セグメントを抽出するために設計されています。 The Batch Images node is used to load multiple images into the OpenAI GPT-Image-1 node. Although the Load Checkpoint node provides a VAE model alongside the diffusion model, sometimes it can be useful to use a specific VAE model. com) Comfy will process the images one by one. 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 May 12, 2025 · ComfyUI has now released a ComfyUI Desktop version that can be installed like a regular software program. The input image batch is the set of images that you want to expand. Inputs. As i stumbled over one of these batch loaders but did not use one, i might need to have a look at the code of such node to maybe then be able to build a metadata version Dec 14, 2023 · Fixed all preview image path (Previously, it was not possible to preview the image on the Mac system) Fixed vae_name is not working in easy fullLoader and easy a1111Loader and easy comfyLoader; Fixed easy fullkSampler outputs error; Fixed model_override is not working in easy fullLoader; Fixed easy hiresFix error; Fixed easy xyplot font file May 12, 2025 · Download it, rename it to: lcm_lora_sdxl. I guess you had a good reason to design it that way, but if you have a huge input directory (>1000 files) it takes a quite long time to run the Image Batch node. (TODO: provide different example using mask) ComfyUI allows users to load a folder of images using specific nodes designed for batch processing. Img2Img works by loading an image like this example image open in new window, converting it to latent space with the VAE and then sampling on it with a denoise lower than 1. \n\n Usually used in conjunction with the Primitive node set to increment to load a sequence of images from a folder. x: INT The Load VAE node can be used to load a specific VAE model, VAE models are used to encoding and decoding images to and from latent space. float32) and then inverted. 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. Locate InstallComfyUI. Loading from ComfyUI’s workflow templates; Loading from images with workflow metadata; Model installation guidance. It will swap images each run going through the list of images found in the folder. I have a text file full of prompts. Automatic model installation; Manual model installation May 12, 2025 · Related explanation: There are two image generation processes in the corresponding workflow, the only difference being that the upper process has no content input for negative prompts, while the lower process uses the EasyNegative model with input (embedding:SD1. Its simplicity and high performance make it a favorable choice for those working with substantial image datasets, particularly when combined with ComfyUI's cloud-based setup. Each image in the batch should have the same dimensions to ensure consistent processing. The Load Image Batch node is designed to streamline the process of loading multiple images from a specified directory, making it easier for you to work with large sets of images in your AI art projects. 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。 ComfyUI allows users to load a folder of images using specific nodes designed for batch processing. Workflow Node Explanation 4. This requires all of the images to be the same size, and processing batches can hurt VRAM, and not all nodes support batches. 0 ComfyUI Workflow Examples. All LoRA flavours: Lycoris, loha, lokr, locon, etc… are used this way. \n Use -1 to load all matching frames as a Drop the image back into ComfyUI to load the one you liked. Purpose: Load the main model file; Parameters: Model: hunyuan_video_t2v_720p_bf16. The lower the denoise the less noise will be added and the less the image will change. Please keep posted images SFW. This would then have all the outputs of the single file version. qprile mvybetl uyvfadk jydsf qjel alfltrb fuksrjk mprgbaa uysesw tokyv