Comfyui batch processing.

Comfyui batch processing 5\ComfyUI-aki-v1. If the dimensions of the images do not match, it automatically rescales the second image to match the first one's dimensions before combining them. There are no specific minimum or maximum values for this parameter, but it should be a valid image batch tensor. (Image Batch to Image List node was very useful) ・These functions can be flexibly enabled/disabled by connecting different nodes. com) Comfy will process the images one by one. Using this parameter can optimize the node's performance for large video files. 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. The Batch Prompt Schedule 📅🅕🅝 ComfyUI node is a powerful tool used within the ComfyUI framework for generating prompts on a scheduled basis. This parameter accepts an image input and serves as the initial image in the batch creation process. It allows for selective processing of latent samples, facilitating operations on smaller segments of the batch for efficiency or targeted manipulation. The images are returned in a format that is compatible with other nodes in the workflow, ensuring seamless integration and efficient handling of image data. Jul 22, 2023 · If you run ComfyUI on Windows and you don’t have a native curl, you can run the Powershell command Invoke-RestMethod. And above all, BE NICE. You can also make ComfyUI listen on another (or all) IP addresses using the --listen option and run curl from WSL2 or another computer. 2025/01/22: Update ComfyUI-RMBG to v1. This node allows users to plan and automate the execution of specific tasks within ComfyUI workflows, making it highly beneficial for users who want to manage time-based sequences and multiple prompts. Jan 19, 2025 · A comfyui node that uses the loop function to process images and masks - WainWong/ComfyUI-Loop-image 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. py --directml --listen Jan 25, 2025 · ComfyUI Loop Image is a node package specifically designed for image loop processing. Add the standard "Load Image" node Right click it, "Convert Widget to Input" -> "Convert Image to Input" Tired of making one image at a time in ComfyUI? This video will show you a super easy trick to batch process your text prompts in ComfyUI and create a whole Comfy has wildcards which are great, but they're only chosen once when running a batch (so all the images have the same wildcard). The output parameter INT represents the integer count of items in the provided batch. This plugin provides a set of custom nodes that perform various image manipulations and metadata extractions to streamline your tasks. Mar 20, 2024 · Saved searches Use saved searches to filter your results more quickly To solve this problem, we introduced the Custom Batch feature. These updates are designed to improve your experience by providing more tools and options for image processing, making your workflows smoother and more efficient. It helps manage memory usage and processing efficiency. 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？ 批次中提取潜在图像节点批次中提取潜在图像节点 批次中提取潜在图像节点可用于从一批潜在图像中提取一个片段。当需要在工作流中隔离批次内的特定潜在图像或多个图像时，这非常有用。 输入 samples 要从中提取片段的潜在图像批次。 batch_index 要提取的第一个潜在图像的索引。 length 要提取的 Apr 26, 2024 · 1. New V3 Animate diff models supported with the lora. This will Mar 26, 2025 · The output is a single batch of images concatenated along the batch dimension. A larger batch size can lead to faster processing but may require more memory, while a smaller batch size is more memory-efficient but may slow down the processing. Nov 17, 2023 · Batch read prompts from a folder. Here is a video explaining how it works: Directories Shared Storage Servers Your path is located in the paths. Please read on to learn how to So when I render batches, comfyui is processing them simultaneously, previewing just the first image. 3. Next to your “manager”. Flux Redux is an adapter model specifically designed for generating image variants. Here's a simple demo on how to run multiple image generations with the tool. 63 seconds; Batch Size (4 images): Total generation time of 16. 📦 Extract the JSON file and load it into ComfyUI, fixing any missing nodes by installing missing custom nodes. You signed out in another tab or window. Model Input Switch: Switch between two model inputs based on a boolean switch; ComfyUI Loaders: A set of ComfyUI loaders that also output a string that contains the name of the model being loaded. One thing to note is that sample time increases for each item you have in the batch, since it is processing more than one image. Jan 22, 2025 · This node is particularly useful for batch processing tasks, where consistency in image dimensions and formats is crucial. Dec 7, 2024 · The ImageListToBatch+ node is designed to streamline the process of combining multiple images into a single batch, making it easier to handle and process a collection of images simultaneously. 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. 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. They work exactly the same as the corresponding terms in A1111/SD. Next. unique_id Mar 31, 2025 · A ComfyUI node that could help you batch process files - ComfyUI-Batch-Process/README. Apr 4, 2025 · The node will process these masks to determine the bounding boxes for cropping. This node is particularly useful when you need to create multiple copies of an image batch for further processing or experimentation. 🔧 Batch Count+ Aug 6, 2024 · The whole diffusers library operates under the assumption that the first dimension of the various tensors (prompt, negative prompt, seeds, etc. And I mean batch on the right. How would I hook it up so that I can read a bunch of files and iterate through them using a batch function. Mar 26, 2025 · Supports batch processing of single to multiple images. 😼> Load Image From Folder Input Parameters: image How to iterate over files in a folder? : comfyui (reddit. This optional parameter allows you to specify a meta batch configuration for processing the video frames in batches. Each image is converted to an RGB format and normalized to a float32 tensor, ensuring consistency and compatibility with subsequent AI processing steps. 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. CR_BatchProcessSwitch 节点旨在提供一种机制，用于在不同类型的图像输入之间进行切换。它基于输入选择智能地路由处理流程，允许处理单个图像和图像批次。在需要根据输入类型动态适应处理逻辑的场景中，该节点至关重要 The extra options from the control panel, from what I can see, have a batch count (no batch size) option; the only thing the option does, I think, is queueing up a number of batches of size 1 one after the other (basically the same thing as if I clicked on queue prompt the same number of times). Jan 24, 2025 · 🌻 Batch Image Load From Directory: The AD_BatchImageLoadFromDir node is designed to facilitate the batch loading of images from a specified directory, making it an essential tool for AI artists who need to process multiple images efficiently. Look out on WAS Node Suite. Apr 4, 2025 · The image_1 parameter is the first image to be included in the batch. The different from original Video Helper Suite node is that the original loads all images as batch. They will then behave the same as if you have generated a batch of images using a ksampler. 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？ Can we implement parallel execution of independent nodes in ComfyUI to improve performance? Description: Allow nodes that do not depend on each other to run simultaneously. The output is in the form of a tensor, similar to the input batch, but with a reduced number of images. You can select Custom Batch from the Batch dropdown button: Afterward, you'll see a screen like this: Then, click on the New Batch button to proceed to the next screen: Once there, you can select the parameters you want to configure in bulk from the filter box at the top. text_modify_tool - Edit filenames, content, and prefixes/suffixes (replace/delete operations); txt_batch_loader - Batch load + filter text files using filename patterns; simple_image_tagger - Bulk create/update text labels for images Apr 27, 2025 · In addition, these tools lack batch processing capabilities, requiring individual edits for each image, which is inefficient and unproductive, particularly for users needing to process large volumes of images quickly. Feb 28, 2025 · Traceback (most recent call last): File "I:\ConfyUI-aki\ComfyUI-aki-v1. All images in the batch will have consistent dimensions, matching those of image1. Belittling their efforts will get you banned. It provides two main processing modes: Batch Image Processing and Single Image Processing, along with supporting image segmentation and merging functions. 1 Pro Flux. “Processing is a flexible software sketchbook and a language for learning how to code within the context of the visual arts. Introduction to Batch Prompt Schedule. The Batch Prompt Schedule in ComfyUI is a powerful node designed for efficiently managing and scheduling complex prompts across a series of frames or iterations. However, when I use meta batch, the video combine node always generates videos of 0 bytes, an May 12, 2025 · Detailed Tutorial on Flux Redux Workflow. org 批次中提取潜在图像（Latent From Batch） 重复潜在图像批次处理节点（Repeat Latent Batch） 重新批处理潜像节点（Rebatch Latents） 放大潜在图像节点（Upscale Latent） 潜在复合节点（Latent Composite） 潜在复合遮罩节点（Latent Composite Masked） 空潜在图像节点（Empty Latent Image Learn about the ImageBatch node in ComfyUI, which is designed for combining two images into a single batch. A lot of people are just discovering this technology, and want to show off what they created. compatable with a/framesync and a/keyframe-string-generator for audio synced animations in Comfyui. 2. There are tens of thousands of students, artists, designers, researchers, and hobbyists who use Processing for learning and prototyping. Set batch to run the number of images you have (if 10 images in folder set batch to 10). My goal is to enable ComfyUI to leverage all available GPUs to handle API requests in a balanced and scalable manner. Please keep posted images SFW. ComfyUI_StringOps is an advanced text processing tool tailored for the ComfyUI workflow, offering robust text manipulation capabilities to address core issues such as text preprocessing, data transformation, and batch automation, enabling efficient and precise operations. txt file. Since 2001, Processing has promoted software literacy within the visual arts and visual literacy within technology. How to download COmfyUI workflows in api format? From comfyanonymous notes, simply enable to "enable dev mode options" in the settings of the UI (gear beside the "Queue Size: "). 1 Dev Flux. The output maintains the original image quality and dimensions, with the second image upscaled if necessary to match the first. original_images. In this case if you enter 4 in the Latent Selector, it continues computing the process with the 4th image in the batch. The batch image node takes single images and makes them into a batch. Is there a node that allows processing of list of prompts or text files containing one prompt per line list or better still - a node that would allow processing of parameter sets in csv or similar spreadsheet format, one parameter set per row, so I can design 100K worth of prompts in Excel and let ComfyUI render them weeks at a time? I have a 2 minute video that I am processing with IPA and CN, but I have to batch process the video as it is too long for a single run. In the Inspire pack, there is a LoadImageListFromDir //Inspire node that loads images as a list. The output is crucial for understanding the size of your batch, which can help in further processing and managing your data effectively. I just tested with a batch_size of 2, and it only displayed the first item in the sampler preview, but it did process both items in the batch. However, I think the nodes may be useful for other Jan 24, 2025 · 🌻 Batch Image Load From Directory: The AD_BatchImageLoadFromDir node is designed to facilitate the batch loading of images from a specified directory, making it an essential tool for AI artists who need to process multiple images efficiently. The correct way to define the batch size is in the empty latent image node where you set the resolution. Please share your tips, tricks, and workflows for using this software to create your AI art. 0 with new Face Segment custom node ( update. Like if there was a filename pin that I could load a folder directly from or if you could Nov 7, 2024 · Just to weigh in here, I am also seeing errors of this nature, but inconsistently. I have a text file full of prompts. It supports image segmentation and merging, enhancing image manipulation capabilities. It ensures that the latent samples are grouped appropriately, handling variations in dimensions and sizes, to facilitate further processing or model inference. Once ComfyUI gets to the choosing it continues the process with whatever new computations need to be done. It allows for more granular control over the batched images, enabling operations on individual or subsets of images within a larger batch. The batch count is under extra options in the menu. 7. Apr 4, 2025 · Load Image Batch From Dir (Inspire) Output Parameters: images. When you have a lot of videos to process, it becomes very tedious. Mar 28, 2025 · ComfyUI-Loop-image: ComfyUI-Loop-image is a node package for image loop processing, offering Batch and Single Image Processing modes. It saves significant time by automating repetitive tasks, ensuring a uniform approach across multiple files, and allows scalability without burdening local systems. Scheduled prompts, scheduled float/int values and wave function nodes for animations and utility. Desired Setup: Dec 7, 2024 · This node is particularly useful when you need to increase the size of an image batch for various processing tasks, such as training machine learning models or performing batch operations. Differences between Batch and Single Processing Batch Image Processing Look for batch_size in the Empty Latent Image node. Feb 25, 2025 · Batch Count (4 images): Total generation time of 62. Even better than the JSON workflow files, images produced by ComfyUI have that JSON info embedded within each image. This parameter is crucial as it provides the raw data that the node will process to generate segmentation masks May 22, 2024 · Subsequent Updates: Addition of nodes for batch processing, cropping, and masking, enhancing the extension's versatility and functionality. This parameter takes a batch of original images that correspond to the provided masks. This subset retains the original quality and dimensions of the images, allowing for further processing or analysis. 1. Context: I am currently using 4 Nvidia T4 GPUs and am exploring ways to utilize them efficiently with ComfyUI for batch image generation and processing. Feb 25, 2025 · You signed in with another tab or window. map file that defines where the prompt and other values should be pulled from). g. Put the path (has to be on local machine running where the comfyui server is installed). Mar 27, 2025 · The output is a batch of images loaded from the specified directory. This operation facilitates the combination of different latent representations for further processing or generation tasks. To the point on I have made a batch image loaded, it can output either single image by ID relative to count of images, or it can increment the image on each run in ComfyUI. The default value is None, meaning no meta batching is applied. text_modify_tool - Edit filenames, content, and prefixes/suffixes (replace/delete operations) txt_batch_loader - Batch load + filter text files using filename patterns Oct 25, 2023 · 点中GroupNode，在这里会出现WorkFlow子节点，我们点击生图流程可以直接出现后面的生图节点。但是ComfyUI中有一个非常强大的功能，就是将这些节点组合成在一起成为一个节点，怎么创建呢，我们在选中所有需要进行节点组创建的节点中选择右键-转换为节点组。 May 12, 2025 · Learn about the LatentFromBatch node in ComfyUI, which is designed to extract a specific subset of latent samples from a given batch based on the specified batch index and length. Apr 21, 2025 · Efficient Text Processing Tool for ComfyUI Workflow. py", line 327, in execute output_data, output_ui, has_subgraph = get_output_da 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. A custom node for ComfyUI that combines multiple videos from a directory with optional transitions and background music. It will swap images each run going through the list of images found in the folder. Select from image batch - outputs a single image from a batch. The image_2 parameter You signed in with another tab or window. What this workflow does This is an all in one workflow with text to image and text to video, multiple enhancements steps, face replacements, and more New in This is a custom node pack for ComfyUI, intended to provide utilities for other custom node sets for AnimateDiff and Stable Video Diffusion workflows. This node is particularly useful for handling large sets of data, such as images, audio, and video files, by organizing and optimizing the processing workflow. 0 with new BEN2 model ( update. ComfyUI Loop Image is a node package specifically designed for image loop processing. will run to completion on some occasions, but it will then throw an Allocation on Device exception on others, typically on the CogVideo Decode node. Examples: Image Processing: Node A: Loads Image 1, preprocesses it, and sends it to ControlNet. The importance of this output lies in its ability to facilitate batch processing of images, enabling you to apply operations to the entire collection of images simultaneously. 5\execution. Batch processing, debugging text node. Apr 4, 2025 · The VHS_BatchManager, also known as the Meta Batch Manager 🎥🅥🅗🅢, is a versatile node designed to streamline and manage batch processing tasks within the Video Helper Suite. run. ComfyUI Batch Process. This can optimize resource usage and reduce processing time. Jan 21, 2024 · 極端な話、画像の読み込みをこれにしてノード全体をみ、あとはComfyUIのBatch countをファイル数と同じにして実行すれば目的は達成だ。 メモリに全部よみこまれることなく1枚ずつ処理することができる。 May 12, 2025 · Learn about the RebatchLatents node in ComfyUI, which is designed to reorganize a batch of latent representations into a new batch configuration, based on a specified batch size. The goal is to address each model (in human image batch) different garment (determin. So, I create a batch size of 48 (an animatediff limit), and batch my video which works fine, except every 48 frames the video radically changes, so my 2 minunte video becoems 30 4-sec (@12fps) videos stitched together with no continuity. Check out an example here: Support high resolution image processing (up to 2048x2048) 2025/02/04: Update ComfyUI-RMBG to v1. md) Added a new custom node for BEN2 model. Welcome to the unofficial ComfyUI subreddit. This advanced functionality makes BatchCropFromMaskAdvanced an essential tool for batch processing in AI art projects, where precision and consistency are key. Nov 18, 2024 · Multi-GPU Support for Batch Image Processing in ComfyUI. I have a batch of human image with matched batch of masks and a batch of garment images. I am not near computer. 1 dev workflow is is included as an example; any arbitrary ComfyUI workflow can be adapted by creating a corresponding . Feb 23, 2023 · One of more recent processes uses 3 separate batches of images to run through for frame generation. Authored by FizzleDorf Welcome to the unofficial ComfyUI subreddit. Loading parts of a model onto each GPU and processing a single input at one May 12, 2025 · Learn about the LatentFromBatch node in ComfyUI, which is designed to extract a specific subset of latent samples from a given batch based on the specified batch index and length. 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. By allowing you to expand an image batch using different strategies, it ensures that you can tailor the batch size to meet your specific needs. The Batch Images node is a powerful component in any automated image processing setup, particularly when utilizing a cloud-based ComfyUI environment like comfyai. 5 by using XL in comfy. Where is the "image" input searching images from? Because when I left click it I see a huge list of images. Image Batch To Image List Common Errors and Solutions: Input batch contains images of different sizes. How can I process them sequentially, one after another? I want to see all of them being rendered individually. I produce these nodes for my own video production needs (as "Alt Key Project" - Youtube channel). Each image in this batch should align with the respective mask in terms of dimensions and content. Jan 21, 2024 · 極端な話、画像の読み込みをこれにしてノード全体をみ、あとはComfyUIのBatch countをファイル数と同じにして実行すれば目的は達成だ。 メモリに全部よみこまれることなく1枚ずつ処理することができる。 Apr 4, 2025 · Duplicate Image Batch 🎥🅥🅗🅢: The VHS_DuplicateImages node is designed to help you efficiently duplicate a batch of images within your AI art projects. image_2. Imo it'd be great to be able to vary a parameter from a low to high number when running a batch to be able to quickly test and compare the parameters impact or have different wildcards chosen in each batch image. These images should be in a tensor format with dimensions (B, H, W, C), where B is the batch size, H is the height, W is the width, and C is the number of channels. Join image batch - turns a batch of images into one tiled image. This batch can then be used for further image processing tasks, ensuring that both images are treated as a cohesive unit. I want to load it into comfyui, push a button, and come back in several hours to a hard drive full of images. This path will Apr 14, 2024 · 关闭掉多余的软件并尝试重启comfyui再次运行，如果还是跑不了说你的内存确实不足，加内存条吧铁汁~ 四、 'NoneType' object has no attribute 'shape' 错误说明：模型版本不匹配，确保模型选择了正确的版本。 Interact - opens a debug REPL on the terminal where you ran ComfyUI whenever it is evaluated. ) is the batch, so you can run multiple at the same time with different settings. Dec 26, 2024 · Saved searches Use saved searches to filter your results more quickly Aug 17, 2024 · I figured out how to use meta batch to load larger videos and process them in sections, which is great. Apr 4, 2025 · meta_batch. ”—from Processing. But basically use it same as load image node. The choice of batch size should balance these considerations based on the available resources. Latent Noise Injection: Inject latent noise into a latent image Real-world Use-Cases. How If you can afford to put all the images in ComfyUI's "input" folder, a simple "native" way to do it is: As mentioned, put all the images you want to work on in ComfyUI's "input" folder. - DarioFT/ComfyUI-VideoDirCombiner I believe he does, the seed is fixed so ComfyUI skips the processes that have already executed. 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. Loading an entire model onto each GPU and sending chunks of a batch through each GPU’s model copy at a time. Hi, How one can run IDM-VTON to process a batch of images, e. In my opinion this can be a big la Thanks for the answer! I almost got it working but I have questions. Explanation: The node expects all images in the batch to have the same dimensions. 6. May 31, 2024 · A while ago, I published a Comfy UI workflow to upscale and increase the frame rate of a video. Overview of Batch Prompt Schedule 3. This batch will include image1 and any of the optional images (image2 to image6) that were provided. Hey all- I'm attempting to replicate my workflow from 1111 and SD1. Load Image Batch Usage Simple command-line interface allows you to quickly queue up hundreds/thousands of prompts from a plain text file and send them to ComfyUI via the API (the Flux. A collection of nodes for batch processing texts and images in ComfyUI. py", line 327, in execute output_data, output_ui, has_subgraph Looking for a way that would let me process multiple controlnet openpose models as a batch within img2img, currently for gif creations from img2imge i've been opening the openpose files 1 by 1 and the generating, repeating this process until the last openpose model Welcome to the unofficial ComfyUI subreddit. The Advantages of ComfyUI Workflow Jun 21, 2024 · You signed in with another tab or window. Feb 19, 2025 · Expected Behavior This issue happens on the last update of ComfyUI: 0. It can generate variants in a similar style based on the input image without the need for text prompts. 3. Apr 4, 2025 · The node also allows for the application of a crop size multiplier, giving you control over the final dimensions of the cropped images. Mar 23, 2025 · This batch is typically a multi-dimensional tensor where the first dimension represents the number of images in the 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. May 12, 2025 · 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. 📚 First, download the JSON file for the workflow from CIVITAI, created by ipiv. Apr 24, 2023 · 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 · 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？ 批次中提取潜在图像节点批次中提取潜在图像节点 批次中提取潜在图像节点可用于从一批潜在图像中提取一个片段。当需要在工作流中隔离批次内的特定潜在图像或多个图像时，这非常有用。 输入 samples 要从中提取片段的潜在图像批次。 batch_index 要提取的第一个潜在图像的索引。 length 要提取的 Apr 10, 2023 · Batch Img2Img processing is a popular technique for making video by stitching together frames in ControlNet. I've been doing this manually in Forge but it takes an ungodly amount of time to have to churn through on a prompt-by-prompt, artist-by-artist, subject-by-subject basis. I've been googling around for a couple hours and I haven't found a great solution for this. 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 About Press Copyright Contact us Creators Advertise Developers Terms Privacy Policy & Safety How YouTube works Test new features NFL Sunday Ticket Press Copyright 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. md at main · Zar4X/ComfyUI-Batch-Process May 12, 2025 · Feature/Version Flux. In this workflow I will show you how to batch process a whole folder of images and remove the backgrounds of those images. I spent some time figuring out how to batch load the videos to reduce manual input. 14 Actual Behavior Steps to Reproduce Debug Logs Traceback (most recent call last): File "G:\StabilityMatrix\Data\Packages\ComfyUI\execution. Troubleshooting comfyui-fitsize Apr 27, 2024 · 🔍 ComfyUI can be intimidating, but Abe will simplify the process with a step-by-step guide. One batch is the output of controlnets, (potentially up to 5 outputs there, all be it from one image input), one batch for lighting, which is the default input image and one batch for a mask that will likely change frame to frame. This requires all of the images to be the same size, and processing batches can hurt VRAM, and not all nodes support batches. This functionality is useful for operations that require multiple instances of the same image, such as batch processing or data augmentation. Run once, and leave it for later. Reload to refresh your session. That is to say, an identical workflow with the same inputs, seeds, etc. The node will split this batch into individual images, making it easier to process each one separately. Core Features 🔧 Text Processing Tools. Single image works by just selecting the index of the image. Batch Crop From Mask Advanced Input Parameters: masks Masks Combine Batch: Combine batched masks into one mask. Mar 30, 2025 · Combine this node with other image processing nodes to create a more flexible and dynamic workflow. ComfyUI-GG is a collection of ComfyUI nodes designed to enhance productivity in image processing workflows. This output is a single tensor that contains all the input images concatenated along the batch dimension. The images parameter is a batch of images that you want to segment. During handling of the above exception, another exception occurred: Traceback (most recent call last): File "E:\CAF\ComfyUI_windows_portable\ComfyUI\execution. This node is particularly useful when you have a list of images that you want to treat as a single entity for operations such as transformations, enhancements, or model inputs. Perfect for batch processing and creating seamless video compilations. Sep 5, 2023 · Back to ComfyUI. You switched accounts on another tab or window. Apr 27, 2025 · In addition, these tools lack batch processing capabilities, requiring individual edits for each image, which is inefficient and unproductive, particularly for users needing to process large volumes of images quickly. md) Added a new custom node for face parsing and segmentation The IMAGE output parameter represents the merged batch of images. Jan 8, 2025 · This parameter is critical for optimizing the processing speed and resource utilization. This file will contain your special shared storage file paths. If the images have different sizes, the node cannot properly Jul 22, 2023 · ComfyUI: batch run from command line with API July 22, 2023 · 2 min While AUTOMATIC1111 can generate images based on prompt variations, I haven’t found the same possibility in ComfyUI. So let’s say out of that batch of 20 images, you like image #15 and wish to do further work on that either by tweaking things or passing it through other processing nodes. python main. This batch can be used for further processing, analysis, or manipulation in your AI art projects. The extra options from the control panel, from what I can see, have a batch count (no batch size) option; the only thing the option does, I think, is queueing up a number of batches of size 1 one after the other (basically the same thing as if I clicked on queue prompt the same number of times). The output is a subset of the original batch of images, extracted based on the specified batch_index and length. This value indicates the total number of elements within the batch, regardless of its data structure. You signed in with another tab or window. py", line 327, in execut Mar 30, 2025 · Combine this node with other image processing nodes to create a more flexible and dynamic workflow. Batch Processing in Image Analysis: When processing large datasets via the run ComfyUI online service, the ImageFromBatch node assists in pulling individual images for style model application or advanced editing. Batch Images One or More Usage Tips: Workflow for batch processing multiple prompts? Hi, I'm trying to make a model cards, which breakdown how different models/merges/finetunes handle different artist styles across different subjects. By automating the image loading process, it saves time and reduces the potential for errors, allowing you to focus on creative tasks. Aug 25, 2023 · I'm new to ComfyUI, have to say I love the approach! (node based + community ecosystem) I'm looking for a solution to batch generate images in an automated way with different parameters, prompts or even models? ComfyUI has several types of sequential processing, but by using the "list" format, you can process them one by one. The quality and dimensions of this image will influence the subsequent images added to the batch. 1 Schnell; Overview: Cutting-edge performance in image generation with top-notch prompt following, visual quality, image detail, and output diversity. 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 A ComfyUI node that could help you batch process files - Zar4X/ComfyUI-Batch-Process May 12, 2025 · Learn about the RepeatImageBatch node in ComfyUI, which is designed for replicating a given image a specified number of times, creating a batch of identical images. The images output parameter provides a list of loaded images in a format suitable for further processing. I hope this is helpful😎 Is it possible to iterate a ComfyUI workflow over a batch of video clips within a folder for a vid2vid workflow? I'm trying to remaster a CGI video with realism, but it's got about 90 clips I need to process, and I don't want to have to hold the whole video in memory to process all 7 minutes. 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？ Created by: Ryan Dickinson: Beta 2 Think I got most of the bugs, everything is working as expected for images solo or batched, videos working well, more options were added and new notes. ptnp duyppyo lfrrd jxpkjv scha rjpwfuj tscalq ibybqbe ufuqhfc xeqptlm

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