Openpose controlnet comfyui example github For example if I was overlaying spiderman costume, alien. However, we use this tool to control keyframes, ComfyUI-Advanced-ControlNet. This is a curated collection of custom nodes for ComfyUI, designed to extend its capabilities, simplify workflows, and inspire You signed in with another tab or window. This is a rework of comfyui_controlnet_preprocessors based on ControlNet auxiliary models by 🤗. It's always a good idea to lower slightly the STRENGTH to give the model a little leeway. Pose Depot is a project that aims to build a high quality collection of images depicting a variety of poses, each provided from different angles with their corresponding depth, canny, normal and OpenPose versions. First, the placement of ControlNet remains the same. 26. SD1. First, I made a picture with two arms pose. 1 MB An All-in-One FluxDev workflow in ComfyUI that combines various techniques for generating images with the FluxDev model, including img-to-img and text-to-img. Jan 22, 2024 · Civitai | Share your models civitai. Implement the openapi for LoadImage updating. Understand the principles of ControlNet and follow along with practical examples, including how to use sketches to control image output. ComfyUI's ControlNet Auxiliary Preprocessors. You can composite two images or perform the Upscale Apr 1, 2023 · The total disk's free space needed if all models are downloaded is ~1. A collection of ControlNet poses. json Pose Editing: Edit the pose of the 3D model by selecting a joint and rotating it with the mouse. Frame five will carry information about the foreground object from the first four frames. Sep 4, 2023 · You can use the other models in the same way as before, or you can use similar methods to achieve results same with the StabilityAI's official ComfyUI results. There are no other files, to load for this example. Find a good seed! If you add an image into ControlNet image window, it will default to that image for guidance for ALL frames. May 12, 2025 · ComfyUI ControlNet workflow and examples; How to use multiple ControlNet models, etc. network-bsds500. pth (hed): 56. For my examples I used the A1111 extension '3D Openpose'. See this workflow for an example with the canny (sd3. Aug 12, 2024 · Your question. safetensors; Click the select button in the Load Image node to upload the pose input image provided earlier, or use your own OpenPose skeleton map; Ensure that Load Checkpoint can load japaneseStyleRealistic_v20. Much more convenient and easier to use. Nov 11, 2023 · And ComfyUI has two options for adding the controlnet conditioning - if using the simple controlnet node, it applies a 'control_apply_to_uncond'=True if the exact same controlnet should be applied to whatever gets passed into the sampler (meaning, only the positive cond needs to be passed in and changed), and if using the advanced controlnet Jan 22, 2025 · For use cases please check out Example Workflows. Import Workflow in ComfyUI to Load Image for Generation. 1 Dev Flux. May 12, 2025 · ComfyUI 中如何使用 OpenPose ControlNet SD1. This workflow can use LoRAs, ControlNets, enabling negative prompting with Ksampler, dynamic thresholding, inpainting, and more. You signed out in another tab or window. OpenPose ControlNet，是一个专门用于控制图像中人物姿态的 ControlNet 模型。它通过分析输入图像中的人物姿态，帮助 AI 在生成新图像时保持正确的人物姿态。 This is an improved version of ComfyUI-openpose-editor in ComfyUI, enable input and output with flexible choices. For example, I inputted a CR7 siu pose and inputted "a robot" in prompt, the output image remained a male soccer Sep 1, 2023 · You signed in with another tab or window. safetensors Pose ControlNet. For example, you can use it along with human openpose model to generate half human, half animal creatures. variations or "un-sampling" Custom Nodes: ControlNet Preprocessors for ComfyUI: Preprocessors nodes for ControlNet: Custom Nodes: CushyStudio: 🛋 Next-Gen Generative Art Studio (+ typescript SDK . Feb 27, 2025 · If you're running on Linux, or non-admin account on windows you'll want to ensure /ComfyUI/custom_nodes and comfyui_controlnet_aux has write permissions. ; You need to give it the width and height of the original image and it will output (x,y,width,height) bounding box within that image Jul 15, 2023 · For the limb belonging issue, what I found most useful is to inpaint one char at a time, instead of expecting 1 perfect generation of the whole image. 2) Openpose works, but it seems hard to change the style and subject of the prompt, even with the help of img2img. Jul 7, 2024 · The extra conditioning can take many forms in ControlNet. May 12, 2025 · This tutorial focuses on using the OpenPose ControlNet model with SD1. 0 repository, under Files and versions; Place the file in the ComfyUI folder models\controlnet. In the block vector, you can use numbers, R, A, a, B, and May 12, 2025 · Flux. YOU NEED TO REMOVE comfyui_controlnet_preprocessors BEFORE USING THIS REPO. 1 MB This is a rework of comfyui_controlnet_preprocessors based on ControlNet auxiliary models by 🤗. 5 OpenPose ControlNet 简介. May 28, 2024 · in case you run this project on ComfyUI,you should be in an operation environment,either windows, linux,apple OS or whatever,then you can check out the diffusers version thr the command line,such as cmd on windows with the(pip show diffusers) instruction,if it shows up the version not of 0. Dec 23, 2023 · sd-webui-openpose-editor starts to support edit of animal openpose from version v0. Step 2: Use Load Openpose JSON node to load JSON Step 3: Perform necessary edits Click Send pose to ControlNet will send the pose back to ComfyUI and close the modal. currently using regular controlnet openpose and would like to see how the advanced version works. I attached a file with prompts. Maintained by Fannovel16. Mar 28, 2023 · For example. 1 MB Jun 24, 2023 · You signed in with another tab or window. You switched accounts on another tab or window. ; Flux. safetensors) controlnet: Old SD3 medium examples. A bit niche but would be nice. As illustrated below, ControlNet takes an additional input image and detects its outlines using the Canny edge detector. The extension recognizes the face/hand objects in the controlnet preprocess results. bat you can run to install to portable if detected. Contribute to Fannovel16/comfyui_controlnet_aux development by creating an account on GitHub. Allows, for example, a static depth background while animation feeds openpose. Draw keypoints and limbs on the original image with adjustable transparency. This is the official release of ControlNet 1. Also I click enable and also added the anotation files. txt May 12, 2025 · Complete Guide to Hunyuan3D 2. Native ComfyUI Integration – Seamlessly works with ControlNet-style pose pipelines ComfyUI 原生节点，支持与 ControlNet pose pipeline 无缝集成 🚀 Use Cases | 应用场景 Pose Editing: Edit the pose of the 3D model by selecting a joint and rotating it with the mouse. This is the input image that will be used in this example: Here is an example using a first pass with AnythingV3 with the controlnet and a second pass without the controlnet with AOM3A3 (abyss orange mix 3) and using their VAE. "diffusion_pytorch_model. It extracts the pose from the image. Is it possible to extract a bbox from dw openpose , for example for hands only ? GitHub community articles Fannovel16 / comfyui_controlnet_aux Public. Examples of ComfyUI workflows. Mar 19, 2025 · Components like ControlNet, IPAdapter, and LoRA need to be installed via ComfyUI Manager or GitHub. Let me show you two examples of what ControlNet can do: Controlling image generation with (1) edge detection and (2) human pose detection. 4. We promise that we will not change the neural network architecture before ControlNet 1. OpenPose ControlNet requires an OpenPose image to control human poses, then uses the OpenPose ControlNet model to control poses in the generated image. In this workflow openpose Generate OpenPose face/body reference poses in ComfyUI with ease. All models will be downloaded to comfy_controlnet_preprocessors/ckpts. All old workflows still can be used Aug 12, 2023 · It seems you are using the WebuiCheckpointLoader node. ComfyUI-Manager is an extension designed to enhance the usability of ComfyUI. Edge detection example. For the example you give, tile is probably better than openpose if you want to control the pose and the relationship between characters. Brief Introduction to ControlNet ControlNet is a condition-controlled generation model based on diffusion models (such as Stable Diffusion), initially proposed by Lvmin Zhang, Maneesh Agrawala The example: txt2img w/ Initial ControlNet input (using OpenPose images) + latent upscale w/ full denoise can't be reproduced. Ps. It includes all previous models and adds several new ones, bringing the total count to 14. Model: sdXL_v10VAEFix. It offers management functions to install, remove, disable, and enable various custom nodes of ComfyUI. Support for face/hand used in controlnet. 1 模型它，包括以下几个主题： 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 SDXL-controlnet: OpenPose (v2) find some example images in the following. 5; Change output file names in ComfyUI Save Image node If you're running on Linux, or non-admin account on windows you'll want to ensure /ComfyUI/custom_nodes and comfyui_controlnet_aux has write permissions. 5 as the starting controlnet strength !!!update a new example workflow in 1) ControlNet Union Pro seems to take more computing power than Xlab's ControlNet, so try and keep image size small. Nov 20, 2023 · Model/Pipeline/Scheduler description Anyone interested in adding a AnimateDiffControlNetPipeline? The expected behavior is to allow user to pass a list of conditions (e. 1 Schnell; Overview: Cutting-edge performance in image generation with top-notch prompt following, visual quality, image detail, and output diversity. OpenPose SDXL: OpenPose ControlNet for SDXL. com ComfyUIでControlNetのOpenPoseのシンプルサンプルが欲しくて作ってみました。 ControlNetモデルのダウンロード Google Colab有料プランでComfyUIを私は使っています。 Google Colabでの起動スクリプト(jupyter notebook)のopenposeのモデルをダウンロードする処理を頭の#を外してONにします Nov 2, 2023 · I set up my controlnet frames like so: Expected behavior: When using identical setups (except for using different sets of controlnet frames) with the same seed, the first four frames should be identical between Set 1 and Set 2. ComfyUI's ControlNet Auxiliary Preprocessors (Installable) - AppMana/appmana-comfyui-nodes-controlnet-aux Master the use of ControlNet in Stable Diffusion with this comprehensive guide. Dependent Models: ControlNet models (e. Add Node > ControlNet Preprocessors > Faces and Poses > DW Preprocessor. \nOur mission is to seamlessly connect people and organizations with the world’s foremost AI innovations, anywhere, anytime. - cozymantis/pose-generator-comfyui-node "description": "This repository is a collection of open-source nodes and workflows for ComfyUI, a dev tool that allows users to create node-based workflows often powered by various AI models to do pretty much anything. se Stable Diffusion WebUI Forge is a platform on top of Stable Diffusion WebUI (based on Gradio) to make development easier, optimize resource management, speed up inference, and study experimental features. May 12, 2025 · Then, in other ControlNet-related articles on ComfyUI-Wiki, we will specifically explain how to use individual ControlNet models with relevant examples. Tutorials for other versions and types of ControlNet models will be added later. Installation: Jan 16, 2024 · Animatediff Workflow: Openpose Keyframing in ComfyUI. Aug 10, 2023 · Depth and ZOE depth are named the same. ComfyUI-KJNodes for miscellaneous nodes including selecting coordinates for animated GLIGEN. 0. So Canny, Depth, ReColor, Sketch are all broken for me. safetensors fingers. Oct 7, 2023 · You signed in with another tab or window. Replace the Load Image node with the OpenPose Editor node (right click workflow > Add Node > image > OpenPose Editor) and connect it to your ApplyControlNet image endpoint. Welcome to the Awesome ComfyUI Custom Nodes list! The information in this list is fetched from ComfyUI Manager, ensuring you get the most up-to-date and relevant nodes. Add the feature of receiving the node id and sending the updated image data from the 3rd party editor to ComfyUI through openapi. Mixing ControlNets Aug 18, 2023 · Install controlnet-openpose-sdxl-1. ComfyUI: Node based workflow manager that can be used with Stable Diffusion ComfyUI Manager: Plugin for CompfyUI that helps detect and install missing plugins. Actively maintained by AustinMroz and I. comfyui_controlnet_aux for ControlNet preprocessors not present in vanilla ComfyUI. 1 ComfyUI 对应模型安装及教程指南. There are three successive renders of progressively larger canvas where performance per iteration used to be ~4s/8s/20s. After a quick look, I summarized some key points. The user can add face/hand if the preprocessor result misses them. Thanks to the ComfyUI community authors for their custom node packages: This example uses Load Video(Upload) to support mp4 videos; The video_info obtained from Load Video(Upload) allows us to maintain the same fps for the output video; You can replace DWPose Estimator with other preprocessors from the ComfyUI-comfyui_controlnet_aux node package Fannovel16/comfyui_controlnet_aux - The wrapper for the controlnet preprocessor in the Inspire Pack depends on these nodes. The total disk's free space needed if all models are downloaded is ~1. 5_large_controlnet_canny. 5 Checkpoint model at step 1; Load the input image at step 2; Load the OpenPose ControlNet model at step 3; Load the Lineart ControlNet model at step 4; Use Queue or the shortcut Ctrl+Enter to run the workflow for image generation Nov 15, 2023 · Getting errors when using any ControlNet Models EXCEPT for openpose_f16. The aim is to provide a comprehensive dataset designed for use with ControlNets in text-to-image diffusion models, such as Stab Feb 11, 2023 · By repeating the above simple structure 14 times, we can control stable diffusion in this way: In this way, the ControlNet can reuse the SD encoder as a deep, strong, robust, and powerful backbone to learn diverse controls. 5; Change output file names in ComfyUI Save Image node Control-Lora: Official release of a ControlNet style models along with a few other interesting ones. 1 has the exactly same architecture with ControlNet 1. Now you can use your creativity and use it along with other ControlNet models. If necessary, you can find and redraw people, faces, and hands, or perform functions such as resize, resample, and add noise. Reload to refresh your session. Maintained by kijai. But when you use openpose, you may need to know that some XL control models do not support "openpose_full" - you will need to use just "openpose" if things are not going on well. Contribute to yuichkun/my-comfyui-workflows development by creating an account on GitHub. That node can be obtained by installing Fannovel16's ComfyUI's ControlNet Auxiliary Preprocessors custom node. !!!Please update the ComfyUI-suite for fixed the tensor mismatch promblem. 2 then you should type:pip install diffusers==0. Take the keypoint output from OpenPose estimator node and calculate bounding boxes around those keypoints. THESE TWO CONFLICT WITH EACH OTHER. Oct 23, 2024 · You signed in with another tab or window. 1 is an updated and optimized version based on ControlNet 1. Download OpenPose models from Hugging Face Hub and saves them on ComfyUI/models/openpose Process imput image (only one allowed, no batch processing) to extract human pose keypoints. Saved searches Use saved searches to filter your results more quickly Mar 2, 2025 · ComfyUI: An intuitive interface that makes interacting with your workflows a breeze. prompt: a ballerina, romantic sunset, 4k photo Comfy Workflow (Image is from ComfyUI Jul 18, 2023 · Here's a guide on how to use Controlnet + Openpose in ComfyUI: ComfyUI workflow sample with MultiAreaConditioning, Loras, Openpose and ControlNet. Here is one I've been working on for using controlnet combining depth, blurred HED and a noise as a second pass, it has been coming out with some pretty nice variations of the originally generated images. 1. We will use the following two tools, Feb 23, 2023 · open pose doesn't work neither on automatic1111 nor comfyUI. 这份指南将向介绍如何在 Windows 电脑上使用 ComfyUI 来运行 Flux. 1 Model. At the moment, controlnet and other features that require patching are not supported unfortunately. The example: txt2img w/ Initial ControlNet input (using OpenPose images) + latent upscale w/ full denoise can't be reproduced. For example, I inputted a CR7 siu pose and inputted "a robot" in prompt, the output image remained a male soccer ComfyUI's ControlNet Auxiliary Preprocessors (Installable) - AppMana/appmana-comfyui-nodes-controlnet-aux Master the use of ControlNet in Stable Diffusion with this comprehensive guide. 5. 5 (at least, and hopefully we will never change the network architecture). Only the layout and connections are, to the best of my knowledge, correct. Ensure that Load ControlNet Model can load control_v11p_sd15_openpose_fp16. ControlNet Latent keyframe Interpolation. safetensors. Dec 22, 2023 · Hi, can you help me with fixing fingers. New Features and Improvements You may have a problem with the color of the joints on your skeleton. ComfyUI ControlNet Regional Division Mixing Example. For example: ControlNet plugin: ComfyUI_ControlNet. Apr 1, 2023 · The total disk's free space needed if all models are downloaded is ~1. New Features and Improvements Thanks to the ComfyUI community authors for their custom node packages: This example uses Load Video(Upload) to support mp4 videos; The video_info obtained from Load Video(Upload) allows us to maintain the same fps for the output video; You can replace DWPose Estimator with other preprocessors from the ComfyUI-comfyui_controlnet_aux node package Fannovel16/comfyui_controlnet_aux - The wrapper for the controlnet preprocessor in the Inspire Pack depends on these nodes. This repo contains examples of what is achievable with ComfyUI. 0, with the same architecture. g. pose) and use them to condition the generation for each frame. 2,it will be the same verison in the requirements. No-Code Workflow Created by: OpenArt: OpenPose ControlNet ===== Basic workflow for OpenPose ControlNet. 4. , control_v11p_sd15_openpose, control_v11f1p_sd15_depth) need to be ComfyUI's ControlNet Auxiliary Preprocessors. ControlNet 1. Contribute to ComfyNodePRs/PR-comfyui_controlnet_aux-f738e398 development by creating an account on GitHub. Examples shown here will also often make use of two helpful set of nodes: ComfyUI-Advanced-ControlNet for loading files in batches and controlling which latents should be affected by the ControlNet inputs (work in progress, will include more advance workflows + features for AnimateDiff usage later). ComfyUI_IPAdapter_plus for IPAdapter support. [Last update: 22/January/2025]Note: you need to put Example Inputs Files & Folders under ComfyUI Root Directory\ComfyUI\input folder before you can run the example workflow SD1. I don't know for sure if they were made based on lllyasviel`s controlnet, but anyway they evolved separately from it, specifically for comfyUI and its functions and models, different from what sd webui is designed for and therefore easier to adapt to flux. Made with 💚 by the CozyMantis squad. Furthermore, this extension provides a hub feature and convenience functions to access a wide range of information within ComfyUI. ComfyUI-VideoHelperSuite for loading videos, combining images into videos, and doing various image/latent operations like appending, splitting, duplicating, selecting, or counting. I'm testing generating a batch of images using original Flux-dev, kijai's Flux-dev-fp8, and Comfy-Org's Flux-dev-fp8 checkpoints. 58 GB. BMAB is an custom nodes of ComfyUI and has the function of post-processing the generated image according to settings. The Load Image node does not load the gif file (open_pose images provided courtesy of toyxyz) which is attached to the example. 5 Multi ControlNet Workflow. EDIT: I must warn people that some of my settings in several nodes are probably incorrect. Overview of ControlNet 1. You can load this image in ComfyUI to get the full workflow. Tips: Configure and process the image in img2img (it'll use the first frame) before running the script. Learn how to control the construction of the graph for better results in AI image generation. !!!please donot use AUTO cfg for our ksampler, it will have a very bad result. IPAdapter plugin: ComfyUI_IPAdapter_plus. Maintained by cubiq (matt3o). LoRA plugin: ComfyUI_Comfyroll_CustomNodes. Launch the 3rd party tool and pass the updating node id as a parameter on click. Load the corresponding SD1. 1 MB Aug 12, 2023 · It seems you are using the WebuiCheckpointLoader node. Using OpenPose ControlNet. 5 模型. !!!Strength and prompt senstive, be care for your prompt and try 0. Jul 3, 2023 · The OpenPose ControlNet is now ~5x times slower. 1-dev: An open-source text-to-image model that powers your conversions. safetensors from the controlnet-openpose-sdxl-1. This provides similar functionality to sd-webui-lora-block-weight LoRA Loader (Block Weight): When loading Lora, the block weight vector is applied. safetensors" Where do I place these files? I can't just copy them into the ComfyUI\models\controlnet folder. There is now a install. My ComfyUI Workflows. neither has any influence on my model. Dec 22, 2024 · You signed in with another tab or window. Kosinkadink/ ComfyUI-Advanced-Controlnet - Load Images From Dir (Inspire) code is came from here. For example, in your screenshot, I see differences in the colors of the same shoulder joint for the two left hands. Aug 16, 2023 · Generate canny, depth, scribble and poses with ComfyUI ControlNet preprocessors; ComfyUI load prompts from text file workflow; Allow mixed content on Cordova app’s WebView; ComfyUI workflow with MultiAreaConditioning, Loras, Openpose and ControlNet for SD1. 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. May 12, 2025 · Feature/Version Flux. 0 ComfyUI Workflows, ComfyUI-Huanyuan3DWrapper and ComfyUI Native Support Workflow Examples This guide contains complete instructions for Hunyuan3D 2. I think the old repo isn't good enough to maintain. or iron man then the ai would know where to line up the eyes but wouldn't try and make a human face. 1 Pro Flux. All old workflows still can be used ComfyUI's ControlNet Auxiliary Preprocessors. Lora Block Weight - This is a node that provides functionality related to Lora block weight. Brief Introduction to ControlNet ControlNet is a condition-controlled generation model based on diffusion models (such as Stable Diffusion), initially proposed by Lvmin Zhang, Maneesh Agrawala ComfyUI's ControlNet Auxiliary Preprocessors. Hand Editing: Fine-tune the position of the hands by selecting the hand bones and adjusting them with the colored circles. This is a curated collection of custom nodes for ComfyUI, designed to extend its capabilities, simplify workflows, and inspire Apr 20, 2023 · The face openpose is a fantastic addition but would really like an option to ONLY track the eyes and not the rest of the face. ; ComfyUI Manager and Custom-Scripts: These tools come pre-installed to enhance the functionality and customization of your applications. 1) ControlNet Union Pro seems to take more computing power than Xlab's ControlNet, so try and keep image size small. You signed in with another tab or window. Sep 2, 2024 · would be helpful to see an example maybe with openpose. In this example, we will use a combination of Pose ControlNet and Scribble ControlNet to generate a scene containing multiple elements: a character on the left controlled by Pose ControlNet and a cat on a scooter on the right controlled by Scribble ControlNet. It integrates the render function which you also can intall it separately from my ultimate-openpose-render repo or search in the Custom Nodes BMAB is an custom nodes of ComfyUI and has the function of post-processing the generated image according to settings. Aug 5, 2024 · The controlnet nodes for comfyUI are an example. 2. If you're running on Linux, or non-admin account on windows you'll want to ensure /ComfyUI/custom_nodes and comfyui_controlnet_aux has write permissions. - Comfy-Org/ComfyUI-Manager If you're running on Linux, or non-admin account on windows you'll want to ensure /ComfyUI/custom_nodes and comfyui_controlnet_aux has write permissions. . Add a 'launch openpose editor' button on the LoadImage node. And we have Thibaud Zamora to thank for providing us such a trained model! Head over to HuggingFace and download OpenPoseXL2. already used both the 700 pruned model and the kohya pruned model as well. 0 ComfyUI workflows, including single-view and multi-view complete workflows, and provides corresponding model download links Nov 11, 2023 · And ComfyUI has two options for adding the controlnet conditioning - if using the simple controlnet node, it applies a 'control_apply_to_uncond'=True if the exact same controlnet should be applied to whatever gets passed into the sampler (meaning, only the positive cond needs to be passed in and changed), and if using the advanced controlnet A custom_node UI Manager for ComfyUI: Other: ComfyUI Noise: 6 nodes for ComfyUI that allows for more control and flexibility over noise to do e. wbxs afqh iqzdkgw taala cqu rirrphf infopdf tsvdc nbpqlw gayie