Was node suite comfyui example 0-base: doesn't contain anything, just a clean ComfyUI; runpod/worker-comfyui:3. In this context, a workflow is defined as a collection of program objects called nodes that are connected to each other, forming a network. This is a collection of examples for my Any Node YouTube video tutorial: https://youtu. Beta Was this translation helpful? Give feedback. Use them to streamline workflows and reduce total node Can be installed directly from ComfyUI-Manager🚀. So the modulus is set to 51, because I want to loop through the entire file. A couple of pages have not been completed yet. 21. For example, you will find ** Python executable: G:\ComfyuI\python\python. To identify the correct Python path, launch ComfyUI and check the several initial lines in the log. SVDQuant is a new post-training training quantization paradigm for diffusion models, which quantize both the weights and activations of FLUX. Below are screenshots of the interfaces for image and video generation. For use case please check Example Workflows. Extensions, Custom Nodes, and other plugins for ComfyUI Resources That’s just how it is for now. 46 $\Large\color{orange}{Expand\ Node\ List}$ BLIP Model Loader: Load a BLIP model to input into the BLIP Analyze node; BLIP Analyze Image: Get a text caption from a image, or interrogate the image with a question. While ComfyUI comes with a variety of built-in nodes, its true strength lies in its extensibility. This is a WIP guide. bat you can run to install to portable if detected. py has write permissions. Additionally, if you want to use H264 codec need to download OpenH264 1. such as moving clouds in the sky or animating waves. ) Last updated: 2025-04-27 | Tags: Workflow Examples. ComfyUI gives you the full freedom and control to Your prompts text file should be placed in your ComfyUI/input folder; Logic Boolean node: Used to restart reading lines from text file. A node suite for ComfyUI with many new nodes, such as image WAS Node Suite is the most popular ComfyUI custom node pack and contains hundreds of nodes across image processing, prompt processing, and general workflow improvements. There is a small node pack attached to this guide. Posts with mentions or reviews of was-node-suite-comfyui. The last one was on 2023-12-07. This is more accurate and used in screen-space bloom like in video games. 0+cu124 triton3. With this Node Based UI you can use AI Image Generation Modular. json RTX 4090 RAM 64gb python 3. Danbooru Tags Translator for ComfyUI. If a control_image is given, segs_preprocessor will be ignored. 1 to 4 bits, achieving 3. WAS Node Suite Mali instructs viewers to update custom nodes and install necessary ones like the W node suit, video helper suite, and image resize. 2. It seems also that what order you install things in can make the difference. As long as you set the number of lines for the file, you won't ever need to reset the seed. Manual Installation # activate your python env cd custom_nodes git clone https: HiDream Img2Img ComfyUI Workflow with settings that worked for me . 25. An example workflow for this node can be found Download and install ComfyUI + WAS Node Suite. Thanks to WASasquatch's Node Suite for great examples and a couple helper functions. Inputs: None; Outputs: IMAGE For anyone still looking for an easier way, I've created a @ComfyFunc annotator that you can add to your regular python functions to turn them into ComfyUI operations. The most powerful and modular stable diffusion GUI and backend. Some nodes might be called "Mask Refinement" or "Edge Refinement. A group of node's that are used in conjuction with the Efficient KSamplers to execute a variety of 'pre-wired' set of actions. Here's a basic example of a custom node definition in Python that accepts an integer input and The nodes and its module will only be initialized once the graph is executed such that all expensive imports and initialization operations are deferred until necessary. They won't load when I start up ComfyUI. FFV1 will complain about invalid container. SAM Model Loader: Load SAM ComfyUI-Manager (⭐+95): ComfyUI-Manager itself is also a custom node. 9 pytorch 2. In this tutorial we cover how to install the Manager custom node for ComfyUI to improve our stable diffusion process for creating AI Art. Also has colorization options for workflow nodes via regex, groups and each node. - Suzie1/ComfyUI_Comfyroll_CustomNodes An extensive node suite that enables ComfyUI to process 3D inputs (Mesh & UV Texture, etc) using cutting edge algorithms (3DGS, NeRF, etc. You can build any workflow imaginable using it and you can do it all in one generation without having to switch tabs and click generate multiple times. These examples alone should be enough to understand how powerful ComfyUI actually is. 12; CUDA 12. A node suite for ComfyUI with many new nodes, such as image processing, text processing, and more. 8. Original repo: For some workflow examples you can check out: vid2vid workflow examples. In this article, we delve into the realm of ComfyUI's best custom nodes, exploring their functionalities and how they enhance the image generation experience. ; ComfyUI-nunchaku (⭐+82): Nunchaku ComfyUI Node. For example, set a maximum allowable number of characters (or nodes) for any expression and reject or truncate inputs that exceed this limit. We’ll also use comfy-cli to download custom nodes, in this case the popular WAS Node Suite. Assumed to be False if not present. I think it’s going pretty well. 5× memory and What is ComfyUI? ComfyUI is a powerful and flexible user interface for Stable Diffusion, allowing users to create complex image generation workflows through a node-based system. You should now be able to access and use the nodes from this repository. Updated Apr 15, 2025; Jupyter Notebook; Comfy-Org / desktop. A node suite for ComfyUI that allows you to load image sequence and generate new image sequence with different styles or content. py will download & install Pre-builds automatically according to your runtime environment, if it couldn't find corresponding Pre A suite of custom nodes for ComfyUI that includes Integer, string and float variable nodes, GPT nodes and video nodes. Star History for TOP 46 - 50. Some workflow examples. g. In the context of Fourier analysis, higher frequencies represent fine details or high-frequency components, while lower frequencies represent coarse details or ComfyUI is the Future of Stable Diffusion. Here is my log，I am using example_workflows wanvideo_480p_I2V_example_02. We’re excited to share that ComfyUI now supports the latest OpenAI image generation model via our native API Nodes (beta) — allowing you to access state-of-the-art capabilities directly inside your node graph without complicated Created by Alfredo Fernandes inspired by Hunyuan3D nodes by Kijai. In the example below, we use WAS Node Suite’s ComfyUI: An intuitive interface that makes interacting with your workflows a breeze. Rembg Background Removal node for WAS Node Suite . Remove the custom node in ComfyUI. The script provides an example of how to combine this technique with ComfyUI to create a time-lapse motion effect. By ensuring no unbounded-length expression is ever fed into the parser, one can prevent the parser from constructing a pathologically large AST and avoid potential memory exhaustion. This extension adds TripoSG 3D mesh generation capabilities to ComfyUI, allowing you to generate 3D meshes from a single image using the TripoSG model. 4; torch 2. In the example below, we use WAS Node Suite’s A node suite for ComfyUI with many new nodes, such as image processing, text processing, and more. FFV1 will complain about invalid I think it has something to do with this from: GitHub - Gourieff/comfyui-reactor-node: Fast and Simple Face Swap Extension Node for ComfyUI - Scroll down to troubleshooting. lt (example) If you have trouble with the red screen of death For example, an activity of 9. The SaveImage node is an example. The Advanced Prompt Enhancer and AI Chooser nodes have had their UI's modified. ComfyUI node suite for composition, stream webcams or media files in and out, animation, flow control, making masks, shapes and textures like Houdini and Substance Designer, read MIDI devices. This custom node allows you to convert natural language prompts in Japanese and English into Danbooru tags. #### [Share ComfyUI is an advanced node based UI utilizing Stable Diffusion. What this workflow does. This workflow enables advanced image-to-image generation using the HiDream model suite and Florence-2 prompt generator, designed for use with ComfyUI and Replicate. ; Default Workflows: Jumpstart your tasks with pre ComfyUI. We have used some of these posts to build our list of alternatives and similar projects. NOTE: 'HelloMeme: Integrating Spatial Knitting Attentions to Embed High-Level and Fidelity-Rich Conditions in Diffusion Models' Plush-for-ComfyUI. ; Set boolean_number to 0 to continue from the next line. bat you can run to install to portable if ComfyUI_experiments offers a suite of nodes including ModelSamplerTonemapNoiseTest, TonemapNoiseWithRescaleCFG, and various ModelMerge options, enhancing model sampling, tonemapping, noise testing, and classifier-free guidance rescaling. A ComfyUI workflow can generate any type of media: image, video, audio, AI model, AI agent, Here is an example of how to use upscale models like ESRGAN. Here is a proposed structured hierarchy to improve clarity and management: Customer Node: Represents a single, user-int In this ComfyUI workflow, the ‘Image Save’ custom node is from ‘was-node-suite-comfyui’ on the C-drive and the ‘Image Luminance’ node is from ‘comfyui_controlnet_aux’ on the X-drive. - Composite Node: Use a compositing node like "Blend," "Merge," or "Composite" to overlay the refined masked image of the person onto the new background. $\Large\color{orange}{Expand\ Node\ List}$ BLIP Model Loader: Load a BLIP model to input into the BLIP Analyze node; BLIP Analyze Image: Get a text caption from a image, or interrogate the image with a question. exe Then, I wanted to do some post processing on image so I added some custom nodes: was-node-suite-comfyui Comfyui-post-processing-nodes ComfyUI_Comfyroll_CustomNodes 🐳 Choose one of the five available images for your serverless endpoint: runpod/worker-comfyui:3. comfyui-efficiency-nodes are a collection of nodes that aim to combine many nodes into one. Download and install ComfyUI + WAS Node Suite. ComfyUI is a node-based interface and inference engine for generative AI; Users can combine various AI models and operations through nodes to achieve highly customizable and controllable content generation Follow from Github ComfyUI-Inspire-Pack. Pre-builds are available for: . Written by comfyanonymous and other contributors. ; Number Counter node: Used to increment the index from the Text Load Line From File node, so it ControlNetApply (SEGS) - To apply ControlNet in SEGS, you need to use the Preprocessor Provider node from the Inspire Pack to utilize this node. For example French: README_FR. I show this in that tutorial because it is important for you to know this rule: whenever you work on a custom node, always remove it from the workflow before every test. Image-to-image generation with HiDream diffusion model; Florence-2 for prompt generation and captioning If you're running on Linux, or non-admin account on windows you'll want to ensure /ComfyUI/custom_nodes, was-node-suite-comfyui, and WAS_Node_Suite. Discover custom workflows, extensions, nodes, colabs, and tools to enhance your ComfyUI workflow for AI image generation. com/WASasquatch/was-node WAS Node Suite is the most popular ComfyUI custom node pack and contains hundreds of nodes across image processing, prompt processing, and general workflow improvements. The backend iterates on these output nodes and tries to execute all their parents if their parent graph is properly connected. Template example from a JSON file: This command clones the repository into your ComfyUI/custom_nodes/ directory. WAS Node Suite. web: https://civitai. Making it (total lines + 1). You can run this cell again with the UPDATE_COMFY_UI or UPDATE_WAS_NS options selected to update. After restart you should see a new submenu Style Prompts - click on the desired style and the node will appear in A growing suite of nodes for real-time ComfyUI workflows. Options are similar to Load Video. A suite of nodes that includes: - Prompt Loads all image files from a subfolder. I also cover the n Contribute to Jcd1230/rembg-comfyui-node development by creating an account on GitHub. Otherwise it will default to system and assume you followed ConfyUI's manual installation steps. Enable single image to 3D Gaussian in less than 30 seconds on a RTX3080 GPU, later you can also Cannot import B:\ComfyUI\custom_nodes\was-node-suite-comfyui module for custom nodes: Command '['C:\Users\john_\AppData\Local\Programs\Python\Python310\python. ; If set to control_image, you can preview the cropped cnet image through SEGSPreview (CNET Image). loca. Select all nodes: Alt + C: Collapse/uncollapse selected nodes: Ctrl + M: Mute/unmute selected nodes: Ctrl + B: Bypass selected nodes (acts like the node was removed from the graph and the wires reconnected through) Delete/Backspace: Delete selected nodes: Ctrl + Backspace: Delete the current graph: Space: Move the canvas around when held and ComfyUI StableZero123 Custom Node Use playground-v2 model with ComfyUI Generative AI for Krita – using LCM on ComfyUI Basic auto face detection and refine example Enabling face fusion and style migration Note: WAS's Comprehensive Node Suite (WAS Node Suite) has a bloom filter now which works similar, except provides a high frequency pass to base the bloom off of. Note that I am not responsible if one of these breaks your workflows, your ComfyUI install or anything - [Video Nodes] (https://github. Debug String route: This node writes the string to the console but will output the same string so that you can add it in middle of a route. Example Test images and videos are saved in the ComfyUI_HelloMeme/examples directory. I myself find using one file much easier, and I actually was thinking of adding nodes to add to the pantry, or import wildcards into the pantry, etc, so And WAS Node Suite isn't meant to modify base ComfyUI. json` config file. Making custom nodes this way is much nicer to the user. ComfyUI Controlnet Preprocessors: Adds preprocessors nodes to use Controlnet in ComfyUI. TOP 46 - 50. The tutorial pages are ready for use, if you find any errors please let me know. Once we do - frequency: The frequency parameter controls the distribution of the noise across different frequencies. There is now a install. Both nodes are found and the image is generated as desired. Load image sequence from a folder. Paratrouper joins a suite of existing tools that can assist WAS Node Suite - ComfyUI - WAS #0263 ComfyUI is an advanced node based UI utilizing Stable Diffusion. You A graph of nodes. By incrementing this number by image_load_cap, you can Vid2vid Node Suite for ComfyUI. So, with that > Context > KSampler > VAE Decode > Save Image example from above, we actually want to mute the Save Image node to stop this path. Nunchaku is the inference that supports SVDQuant. 1-dev: An open-source text-to-image model that powers your conversions. 0-flux1-schnell: contains the checkpoint, text encoders and VAE for FLUX. if you want to use H264 codec need to download OpenH264 1. auto arrange your nodes; snap nodes to a grid; show an image feed; lock nodes; use mathematical expressions (for example when generating latents) save your workflows as PNG images; Efficiency nodes. Script nodes can be chained if their input/outputs allow it. After updating the suite make sure you use the ComfyUI Node popup menu and select Reload Node for any existing workflows that use these nodes so you don't get any errors. For example: comfyui_controlnet_aux, was-node-suite-comfyui and ComfyUI-Impact-Pack all give the (IMPORT FAILED) ComfyUI is extensible and many people have written some great custom nodes for it. 0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking. Star 1. 11. The action here is to control the blur amount of the frame here 03/05/2025 @2:09pm PST Version 1. Windows 10/11; Python 3. Deforum ComfyUI Nodes - ai animation node package - GitHub - XmYx/deforum-comfy-nodes: Deforum ComfyUI Nodes - ai animation node package WAS Node Suite - ComfyUI - WAS #0263 ComfyUI is an advanced node based UI utilizing Stable Diffusion. I'm an ultra newbie in using nodes and Com An intuitive seed control node for ComfyUI that works very much like Automatic1111's seed control. lt (example) If you have trouble with the red screen of death Let's delve into the process of crafting custom nodes for ComfyUI, utilizing Python and JavaScript for seamless integration. This network is also known as a graph. The file in the example has 50 lines. If all custom nodes a user is using do this, they can start ComfyUI with 100+ node packs in a few seconds. ComfyUI is an environment for building and running generative content workflows. Replace String : This nodes replace part of the text with another part. Sign In. com/models/20793/ repo: https://github. Image Enhancement Nodes provide a suite of tools for refining and adjusting I've watched the recent summit, there was a discussion on the granularity of custom nodes that sparked some thoughts. A custom node is defined using a Python class, which must include these four things: CATEGORY, which specifies where in the add new node menu the custom node will be located, INPUT_TYPES, which is a class method defining what inputs the node will take (see later for details of the dictionary returned), RETURN_TYPES, which defines what outputs the node will Download and install ComfyUI + WAS Node Suite. Alternatively you can download Comfy3D-WinPortable made by YanWenKun. Use the ComfyUI Registry to find the specific ComfyUI Examples: examples on how to use different ComfyUI components and features; ComfyUI Blog: to follow the latest updates; Tutorial: WAS Node Suite Colab: WAS Node Suite Colab; Custom Nodes and Plugins. , Sims A workflow is a visual program with nodes and parameters that execute when queued to generate outputs. skip_first_images: How many images to skip. true. Set boolean_number to 1 to restart from the first line of the prompt text file. 6\ComfyUI\custom_nodes\pr-was-node-suite-comfyui-47064894\was_suite_config. Features include value animation, motion detection and tracking, sequence control, and more. This node gives the user the ability to The original goal of ComfyUI was to create a powerful and flexible stable diffusion backend/interface. In this example, we show you how to turn a ComfyUI workflow into a scalable API endpoint. " - Background Input Node: In a parallel branch, add a node to input the new background you want to use. You can ignore this. Unfortunately, I'm having problems with some of the custom nodes on mac. This includes the init file and 3 nodes associated with the tutorials. The reason I started writing ComfyUI is that I got a bit too addicted to generating images with Stable Diffusion. 6. Section IV. be/Qn4h5z85vqw While the groups by themselves are nothing groundbreaking, they Hello everyone, I've installed the "was node suite" because it can generate automatically a date when you save an image by using a node "text add tokens". It is about 95% complete. I found that sometimes simply uninstalling and reinstalling will do it. The resulting MKV file Usage Example with SDXL Prompt Styler. 4k. ; You can now input multiple images: The image input of the Advanced Prompt I've watched the recent summit, there was a discussion on the granularity of custom nodes that sparked some thoughts. Will attempt to use system ffmpeg Provide ComfyUI support for FramePack start-and-end image reference First, thanks to lvmin Zhang for the FramePack application—it offers a very interesting approach that makes video generation easier and more accessible. BLIP Analyze Image: Extract captions or interrogate images with questions using this node. 1. Some awesome comfyui workflows in here, and they are built using the comfyui-easy-use node package. 5 including Multi-ControlNet, LoRA, Aspect Ratio, Process Switches, and many more nodes. 1 schnell; runpod/worker-comfyui:3. Multiple instances of the same Script Node in a chain does nothing. Additionally, again ability to output to the node general WAS Node Suite - ComfyUI - WAS #0263 ComfyUI is an advanced node based UI utilizing Stable Diffusion. Code Issues Pull requests The desktop app for ComfyUI (Windows & macOS) Trim String: This node removes any extra spaces at the start or end of a string. A collection of ComfyUI custom nodes to help streamline workflows and reduce total node count. Earlier we double-clicked to search for it, but let’s not do that now. This could also be thought of as the maximum batch size. LoadImageSequence. Put them in the models/upscale_models folder then use the UpscaleModelLoader node to load them and the ImageUpscaleWithModel node to use them. Contribute to kijai/ComfyUI-FramePackWrapper development by creating an account on GitHub. Example Wildcard Usage with WAS Node Suite: If people really want wildcard support I could look into it. ; Flux. md; About. Important These nodes were tested primarily in Windows in the default environment provided by ComfyUI and in the environment created by the notebook for paperspace specifically with the cyberes/gradient-base-py3. KSampler Image Enhancement Nodes. For example in your Image Load node I can write F: this functionality needs to be added to ComfyUI, so nodes can get live updates of input change and respond accordingly. 1+cu124; install. 10:latest In this ComfyUI workflow, the ‘Image Save’ custom node is from ‘was-node-suite-comfyui’ on the C-drive and the ‘Image Luminance’ node is from ‘comfyui_controlnet_aux’ on the X-drive. 👉 In this Part of Comfy Academy we look at how Controlnet is used, including the different types of Preprocessor Nodes and Different Controlnet weights. You can use this tool to add a workflow to a PNG file easily. Follow from Github WAS Node Suite. Auto-downloads models for analysis. Here is a proposed structured hierarchy to improve clarity and management: Cust If you're running on Linux, or non-admin account on windows you'll want to ensure /ComfyUI/custom_nodes, was-node-suite-comfyui, and WAS_Node_Suite. These are A node suite for ComfyUI with many new nodes, such as image processing, text processing, and more. WAS Node Suite – ComfyUI. Nodes. image_load_cap: The maximum number of images which will be returned. ### A node suite for [ComfyUI] (https://github. 0 and place it in the root of ComfyUI (Example: C:\ComfyUI_windows_portable). efficiency-nodes-comfyui. . Define Node Parameters of your custom node. ensuring that the output closely matches the reference. You just have to annotate your function so the decorator can inspect it to auto-create the ComfyUI node definition. ComfyUI provides an API that allows accessing, modifying and queueing these workflows. [Last update: 11/02/2024]Note: you need to put Example Inputs Files & Folders under ComfyUI Root Directory\ComfyUI\input folder before you can run the example workflow Large Multiview Gaussian Model: 3DTopia/LGM. 1 dev OpenAI just announced GPT-Image-1 API (the same model that powered the ChatGPT 4o image model) 10 minutes ago. Debug String: This node writes the string to the console. NOTE: Control-LoRA recolor example uses these nodes. These parameters dictate the node's behavior and appearance within the UI. 73 votes, 25 comments. 0 [0m`ffmpeg_bin_path` is not set in `E:\ComfyUI-aki\ComfyUI-aki-v1. It allows you to create customized workflows such as image post processing, or conversions. VHS Video Combine is a custom node in An extensive node suite for ComfyUI with over 210 new nodes. Someone made a wildcard node for ComfyUI already, though I don't remember it's name. FFV1 will complain about invalid WASs Comprehensive Node Suite - ComfyUI WAS's Comprehensive Node Suite - ComfyUI. Much like other suites, but more interoperable with standard inputs/outputs. 5. com/WASasquatch/was-node-suite-comfyui#video-nodes) - There are two new video nodes, `Write to Video` and `Create Video from Path`. These nodes update their outputs on each workflow execution, Example of motion-based active blur effect running in ComfyStream. edit. pixel-art animation filter image-processing image-manipulation masking comfyui. ComfyUI Manager; WASasquatch Plugins; ComfyUI Custom Scripts; WAS Node Suite; Efficiency Nodes; An extensive node suite for ComfyUI with over 190 new nodes - History for Workflow Examples · WASasquatch/was-node-suite-comfyui Wiki A colab for ComfyUI that will install WAS Node Suite: Colab: Apapach: An effort to use Comfy as a Diffusers alternative (python control of the graph), and an Emacs-UI built on top of that. Custom nodes enable users to add new functionality, integrate external services, looking at efficiency nodes - simpleEval, its just a matter of time before someone starts writing turing complete programs in ComfyUI :-) The WAS suite is really amazing and indispensible IMO especially the text concatenation stuff for starters, and Custom nodes for SDXL and SD1. Overview. Preferably embedded PNGs with workflows, but JSON is OK too. It allows you to create customized workflows Create. ; ComfyUI Manager and Custom-Scripts: These tools come pre-installed to enhance the functionality and customization of your applications. About. Store ComfyUI on Google Drive instead of Colab You'll see a link similar to your url is: https://slow-yaks-jog-34-72-173-3. com/comfyanonymous/ComfyUI) with many new nodes, such as image processing, text processing, and more. Share Workflows to the workflows wiki. just suffix with the language abbreviation. 0-flux1-dev: contains the checkpoint, text encoders and VAE for FLUX. Installation. I had a similar issue last night with WAS Node and did the following and it seemed to fix my issue. Popular examples include the character creation interfaces in video game s (e. exe', '-s', '-m', 'pip', 'freeze']' returned non-zero exit status 2 WAS-NS should be installed last because it will downgrade Here is an extensive exploration of ten of the most pivotal nodes in ComfyUI: 1. Back to our example. segs_preprocessor and control_image can be selectively applied. cfh chd duqozm ixes lzffj awlnlq pbwm sekshpqi vpaegjr aocvd seizrz hlipvjns lqhq cxxfop hbyxau