Comfyui controlnet workflow example The ControlNet nodes provided here are the Apply Advanced ControlNet and Load Advanced ControlNet Model (or diff) nodes. We will cover the usage of two official control models: FLUX. Here’s an example of a disabled ControlNet through the bypasser. It comes fully equipped with all the essential customer nodes and models, enabling seamless creativity without the need for manual setups. Unlike the workflow above, sometimes we don’t have a ready-made OpenPose image, so we need to use the ComfyUI ControlNet Auxiliary Preprocessors plugin to preprocess the reference image, then use the processed image as input along with the ControlNet model Created by: AILab: Flux Controlnet V3 ControlNet is trained on 1024x1024 resolution and works for 1024x1024 resolution. 1 Model Loading Nodes. 0, including video generation enhancements, SD3. ComfyUI examples range from simple text-to-image conversions to intricate processes involving tools like ControlNet and AnimateDiff. Nov 17, 2024 · ComfyUI - ControlNet Workflow. Nov 25, 2023 · Prompt & ControlNet. As I mentioned in my previous article [ComfyUI] AnimateDiff Workflow with ControlNet and FaceDetailer about the ControlNets used, this time we will focus on the control of these three ControlNets. 1 ComfyUI 对应模型安装及教程指南. The Wan2. Sep 24, 2024 · Download Multiple ControlNets Example Workflow. I then recommend enabling Extra Options -> Auto Queue in the interface. You can Load these images in ComfyUI to get the full workflow. Refresh the page and select the inpaint model in the Load ControlNet Model node. This example contains 4 images composited together. 1 Tools launched by Black Forest Labs. Use the ControlNet Inpainting model without a preprocessor. Import Workflow in ComfyUI to Load Image for Generation. The vanilla ControlNet nodes are also compatible, and can be used almost interchangeably - the only difference is that at least one of these nodes must be used for Advanced versions of ControlNets to be used (important for In this video, I show you how to generate pose-specific images using Openpose Flux Controlnet. May 12, 2025 · This article compiles ControlNet models available for the Flux ecosystem, including various ControlNet models developed by XLabs-AI, InstantX, and Jasperai, covering multiple control methods such as edge detection, depth maps, and surface normals. for example). The workflow is the same as the one above but with a different prompt. 这份指南将向介绍如何在 Windows 电脑上使用 ComfyUI 来运行 Flux. Put it under ComfyUI/input . Jun 11, 2024 · It will activate after 10 steps and run with ControlNet and then disable again after 16 steps to finish the last 4 steps without ControlNet. 3B (1. This is a workflow that is intended for beginners as well as veterans. . 5; Change output file names in ComfyUI Save Image node Download aura_flow_0. 1 Canny and Depth are two powerful models from the FLUX. 5 Depth ControlNet Workflow SD1. ComfyUI AnimateDiff, ControlNet, IP-Adapter and FreeU Workflow. Aug 26, 2024 · Both for ComfyUI FLUX-ControlNet-Depth-V3 and ComfyUI FLUX-ControlNet-Canny-V3. 0 ComfyUI workflows, including single-view and multi-view complete workflows, and provides corresponding model download links With a better GPU and more VRAM this can be done on the same ComfyUI workflow, but with my 8GB RTX3060 I was having some issues since it's loading two checkpoints and the ControlNet model, so I broke off this part into a separate workflow (it's on the Part 2 screenshot). It's important to play with the strength of both CN to reach the desired result. safetensors (10. This guide provides a brief overview of how to effectively use them, with a focus on the prerequisite image formats and available resources. Reply reply More replies More replies More replies May 12, 2025 · Flux. In this example, we will demonstrate how to use a depth T2I Adapter to control an interior scene. 5 Model Files. (Canny, depth are also included. 0 license and offers two versions: 14B (14 billion parameters) and 1. 1 model, open-sourced by Alibaba in February 2025, is a benchmark model in the field of video generation. 1 Depth and FLUX. 1 background image and 3 subjects. In this example this image will be outpainted: Using the v2 inpainting model and the “Pad Image for Outpainting” node (load it in ComfyUI to see the workflow): 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. Jul 7, 2024 · The extra conditioning can take many forms in ControlNet. 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 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. Here is an example for how to use the Canny Controlnet: Here is an example for how to use the Inpaint Controlnet, the example input image can be found here. Follow the steps in the diagram below to ensure the workflow runs correctly. !!!please donot use AUTO cfg for our ksampler, it will have a very bad result. Files to Download. 0 ControlNet zoe depth. outputs¶ CONDITIONING. Image generation has taken a creative leap with the introduction of tools like ComfyUI ControlNet. In this example, we're chaining a Depth CN to give the base shape and a Tile controlnet to get back some of the original colors. fp16. 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. 5 Canny ControlNet Workflow File SD1. ControlNet is probably the most popular feature of Stable Diffusion and with this workflow you'll be able to get started and create fantastic art with the full control you've long searched for. 1 ComfyUI Workflow. ControlNet Latent keyframe Interpolation. There is now a install. May 12, 2025 · This documentation is for the original Apply ControlNet(Advanced) node. 5 Medium (2B) variants and new control types, are on the way! 4 days ago · Workflow default settings use Euler A sampler settings with everything enabled. Nov 26, 2024 · Drag and drop the image below into ComfyUI to load the example workflow (one custom node for depth map processing is included in this workflow). Manual Model Installation. This is more of a starter workflow which supports img2img, txt2img, a second pass sampler, between the sample passes you can preview the latent in pixelspace, mask what you want, and inpaint (it just adds mask to the latent), you can blend gradients with the loaded image, or start with an image that is only gradient. It is licensed under the Apache 2. This article accompanies this workflow: link. Download SD1. In this example this image will be outpainted: Using the v2 inpainting model and the “Pad Image for Outpainting” node (load it in ComfyUI to see the workflow): Feb 23, 2024 · この記事ではComfyUIでのControlNetのインストール方法や使い方の基本から応用まで、スムーズなワークフロー構築のコツを解説しています。記事を読んで、Scribbleやreference_onlyの使い方をマスターしましょう！ Oct 22, 2023 · ComfyUI Guide: Utilizing ControlNet and T2I-Adapter Overview: In ComfyUI, the ControlNet and T2I-Adapter are essential tools. The workflow files and examples are from the ComfyUI Blog. ) The backbone of this workflow is the newly launched ControlNet Union Pro by InstantX. 5 model files This workflow by Draken is a really creative approach, combining SD generations with an AD passthrough to create a smooth infinite zoom effect: 8. example. May 12, 2025 · 1. ai: This is a beginner friendly Redux workflow that achieves style transfer while maintaining image composition using controlnet！ The workflow runs with Depth as an example, but you can technically replace it with canny, openpose or any other controlnet for your likin. example¶ example usage text with workflow image May 12, 2025 · Stable Diffusion 3. Choose the “strength” of ControlNet : The higher the value, the Oct 7, 2024 · Example of ControlNet Usage. Experience ComfyUI ControlNet Now! 🌟🌟🌟 ComfyUI Online - Experience the ControlNet Workflow Now 🌟🌟🌟. May 12, 2025 · This article focuses on image-to-video workflows. You signed out in another tab or window. Example You can load this image in ComfyUI open in new window to get the full workflow. The nodes interface enables users to create complex workflows visually. The ComfyUI workflow implements a methodology for video restyling that integrates several components—AnimateDiff, ControlNet, IP-Adapter, and FreeU—to enhance video editing capabilities. UNETLoader. Prerequisites: - Update ComfyUI to the latest version - Download flux redux safetensors file from Nov 26, 2024 · Drag and drop the image below into ComfyUI to load the example workflow (one custom node for depth map processing is included in this workflow). If you need an example input image for the canny, use this . AP Workflow (APW) is continuously updated with new capabilities. 2. Examples of ComfyUI workflows May 12, 2025 · 3. v3 version - better and realistic version, which can be used directly in ComfyUI! May 12, 2025 · How to install the ControlNet model in ComfyUI; How to invoke the ControlNet model in ComfyUI; ComfyUI ControlNet workflow and examples; How to use multiple ControlNet models, etc. I'm not sure what's wrong here because I don't use the portable version of ComfyUI. 1GB) open in new window can be used like any regular checkpoint in ComfyUI. 1 Canny. 0 ComfyUI workflows, including single-view and multi-view complete workflows, and provides corresponding model download links May 12, 2025 · 現在ComfyUIのControlNetモデルバージョンは多数あるため、具体的なフローは異なる場合がありますが、ここでは現在のControlNet V1. 5 Original FP16 Version ComfyUI Workflow. Then press “Queue Prompt” once and start writing your prompt. The denoise controls the amount of noise added to the image. ComfyUI AnimateDiff, ControlNet and Auto Mask Workflow. i suggest renaming to canny-xl1. 完整版本模型下载 May 12, 2025 · SDXL Examples. Explanation of Official Workflow. files used in the workflow – no more scrambling to figure out where to download these files from. 4. Covering step by step, full explanation and system optimizatio You can achieve the same thing in a1111, comfy is just awesome because you can save the workflow 100% and share it with others. The fundamental principle of ControlNet is to guide the diffusion model in generating images by adding additional control conditions. May 19, 2024 · Now with ControlNet and better Faces! Feel free to post your pictures! I would love to see your creations with my workflow! <333. Pose ControlNet Workflow Assets; 2. In our example Github repository, we have a worklow. If any groups are marked DNB on the workflow, they cannot be bypassed without you making adjustments to the workflow yourself. Load this workflow. Reload to refresh your session. !!!Please update the ComfyUI-suite for fixed the tensor mismatch promblem. 首先确保你的 ComfyUI 已更新到最新版本，如果你不知道如何更新和升级 ComfyUI 请参考如何更新和升级 ComfyUI。 注意：Flux ControlNet 功能需要最新版本的 ComfyUI 支持，请务必先完成更新。 2. This transformation is supported by several key components, including AnimateDiff, ControlNet, and Auto Mask. You will first need: Text encoder and VAE: 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. 0 ControlNet canny. Wan 2. In this article, flux-controlnet-canny-v3-workflow. This section will introduce the installation of the official version models and the download of workflow files. safetensors and put it in your ComfyUI/checkpoints directory. 0 ControlNet open pose. Detailed Guide to Flux ControlNet Workflow. The veterans can skip the intro or the introduction and get started right away. Install the custom node “ComfyUI’s ControlNet Auxiliary Preprocessors” as it is required to convert the input image to an image suitable for ControlNet. Take versatile-sd as an example, it contains advanced techniques like IPadapter, ControlNet, IC light, LLM prompt generating, removing bg and excels at text-to-image generating, image blending, style transfer Nov 20, 2023 · IPAdapter + ControlNets + 2pass KSampler Sample Workflow SEGs 與 IPAdapter IPAdapter 與 Simple Detector 之間其實存在一個問題，由於 IPAdapter 是接入整個 model 來做處理，當你使用 SEGM DETECTOR 的時候，你會偵測到兩組資料，一個是原始輸入的圖片，另一個是 IPAdapter 的參考圖片。 SD3 Examples. 5 as the starting controlnet strength !!!update a new example workflow in workflow folder, get start with it. safetensors (5. You should try to click on each one of those model names in the ControlNet stacker node and choose the path of where your models May 12, 2025 · Complete Guide to Hunyuan3D 2. Load the corresponding SD1. Here is an example of how to use upscale models like ESRGAN. If you want to learn about Tencent Hunyuan’s text-to-video workflow, please refer to Tencent Hunyuan Text-to-Video Workflow Guide and Examples. 更新 ComfyUI. Created by: OlivioSarikas: What this workflow does 👉 In this Part of Comfy Academy we look at how Controlnet is used, including the different types of Preprocessor Nodes and Different Controlnet weights. May 12, 2025 · Flux. ComfyUI workflow. Greetings! <3. The workflows for other types of ControlNet V1. ControlNet Workflow Assets; 2. Nodes-Based Flowchart Interface. To enable or disable a ControlNet group, click the “Fast Bypasser” node in the right corner which says Enable yes/no. Purpose: Load the main model file; Parameters: Model: hunyuan_video_t2v_720p_bf16. I quickly tested it out, anad cleaned up a standard workflow (kinda sucks that a standard workflow wasn't included in huggingface or the loader github Workflow Notes. This ComfyUI workflow introduces a powerful approach to video restyling, specifically aimed at transforming characters into an anime style while preserving the original backgrounds. Let me show you two examples of what ControlNet can do: Controlling image generation with (1) edge detection and (2) human pose detection. From here on, we will introduce a workflow similar to A1111 WebUI. As illustrated below, ControlNet takes an additional input image and detects its outlines using the Canny edge detector. ComfyUI: Node based workflow manager that can be used with Stable Diffusion ComfyUI Manager: Plugin for CompfyUI that helps detect and install missing plugins. Nvidia Cosmos is a family of “World Models”. It's always a good idea to lower slightly the STRENGTH to give the model a little leeway. In ComfyUI, using T2I Adapter is similar to ControlNet in terms of interface and workflow. 0 ControlNet softedge-dexined Aug 16, 2023 · ComfyUI workflow with Visual Area Prompt node; Install missing Python modules and update PyTorch for the LoRa resizing script; Cordova Recaptcha Enterprise plugin demo; Cordova Recaptcha v2 plugin demo; Generate canny, depth, scribble and poses with ComfyUI ControlNet preprocessors; ComfyUI load prompts from text file workflow May 12, 2025 · Download Flux Dev FP8 Checkpoint ComfyUI workflow example Flux Schnell FP8 Checkpoint version workflow example Flux ControlNet collections: https: 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. Chaque adaptateur ControlNet/T2I nécessite que l’image qui lui est transmise soit dans un format spécifique comme les cartes de profondeur, les cartes de contours, etc. For details on the latest features in APW 12. Before you start, ensure your ComfyUI version is at least after this commit so you can find the corresponding WanFunControlToVideo node. Jan 16, 2025 · Use the “Custom Nodes Manager” to search for and install x-flux-comfyui. ControlNet Principles. While you may still see the Apply ControlNet(Old) node in many workflow folders you download from comfyui. resolution: Controls the depth map resolution, affecting its ComfyUI 2-Pass Pose ControlNet Usage Example; 1. 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. Everyone who is new to comfyUi starts from step one! Mar 20, 2024 · 1. Why do I use the Color Correct? Upscaling with KSampler/Ultimate SD Upscale strips/alters the color from the original image (at least for me). download depth-zoe-xl-v1. FLUX. You can then load up the following image in ComfyUI to get the workflow: AuraFlow 0. Sep 1, 2024 · ComfyUI workflow for the Union Controlnet Pro from InstantX / Shakker Labs. 0, with the same architecture. First, the placement of ControlNet remains the same. You can load these images in ComfyUI to get the full workflow. The earliest Apply ControlNet node has been renamed to Apply ControlNet(Old). Download Stable Diffusion 3. 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. VACE 14B is an open-source unified video editing model launched by the Alibaba Tongyi Wanxiang team. Created by: OpenArt: OpenPose ControlNet ===== Basic workflow for OpenPose ControlNet. Download the ControlNet inpaint model. We will use the following image as our input: 2. 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. My go-to workflow for most tasks. Select the correct mode from the SetUnionControlNetType node (above the Create cinematic scenes with ComfyUI's CogVideoX workflow. Image to image interpolation & Multi-Interpolation. SDXL 1. safetensors Weight Type: default (can choose fp8 type if memory is insufficient) 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. Try an example Canny Controlnet workflow by dragging in this image into ComfyUI. Instead of writing code, users drag and drop nodes that represent individual actions, parameters, or processes. You signed in with another tab or window. Animation workflow (A great starting point for using AnimateDiff) View Now. ComfyUI currently supports specifically the 7B and 14B text to video diffusion models and the 7B and 14B image to video diffusion models. Flux is one notable example of a ComfyUI workflow, specifically designed to manage memory usage effectively during processing. Workflow Node Explanation 4. There are other third party Flux Controlnets, LoRA and Flux Inpainting featured models we have also shared in our earlier article if haven't checked yet. One guess is that the workflow is looking for the Control-LoRAs models in the cached directory (which is my directory on my computer). By combining the powerful, modular interface of ComfyUI with ControlNet’s precise conditioning capabilities, creators can achieve unparalleled control over their output. ¶Mastering ComfyUI ControlNet: Models, Workflow, and Examples. 1 is a family of video models. May 12, 2025 · ComfyUI Native Wan2. Outpainting Workflow File Download. Credits and License Jun 11, 2024 · It will activate after 10 steps and run with ControlNet and then disable again after 16 steps to finish the last 4 steps without ControlNet. 5 Multi ControlNet Workflow. Here is an example: You can load this image in ComfyUI to get the workflow. May 12, 2025 · ComfyUI ControlNet workflow and examples; How to use multiple ControlNet models, etc. The only important thing is that for optimal performance the resolution should be set to 1024x1024 or other resolutions with the same amount of pixels but a different aspect ratio. My comfyUI backend is an API that can be used by other apps if they want to do things with stable diffusion so chainner could add support for the comfyUI backend and nodes if they wanted to. This repo contains examples of what is achievable with ComfyUI. You can use it like the first example. Apr 9, 2024 · Export ComfyUI Workflow. The node pack will need updating for A general purpose ComfyUI workflow for common use cases. This workflow uses the following key nodes: LoadImage: Loads the input image; Zoe-DepthMapPreprocessor: Generates depth maps, provided by the ComfyUI ControlNet Auxiliary Preprocessors plugin. You can load this image in ComfyUI to get the full workflow. The following is an older example for: aura_flow_0. This tutorial will guide you on how to use Flux’s official ControlNet models in ComfyUI. 1 Depth [dev] Mar 20, 2024 · 7. I'm glad to hear the workflow is useful. Thanks. , selon le OpenPose SDXL: OpenPose ControlNet for SDXL. Download the image below and drag it into ComfyUI to load the workflow. ComfyUI Inpainting Workflow Example Explanation. Through integrating multi-task capabilities, supporting high-resolution processing and flexible multi-modal input mechanisms, this model significantly improves the efficiency and quality of video creation. ¶Key Features of ComfyUI Workflow ¶ 1. 2- Right now, there is 3 known ControlNet models, created by Instant-X team: Canny, Pose and Tile. The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI. Forward the edited image to the latent space via the KSampler. Integrate ControlNet for precise pose and depth guidance and Live Portrait to refine facial details, delivering professional-quality video production. In both FLUX-ControlNet workflows, the CLIP encoded text prompt is connected to drive the image contents, while the FLUX-ControlNet conditioning controls the structure and geometry based on the depth or edge map. ACE-Step is an open-source music generation foundation model jointly developed by the Chinese team StepFun and ACE Studio, designed to provide music creators with efficient, flexible, and high-quality music generation and editing tools. Created by: OpenArt: Of course it's possible to use multiple controlnets. 5 support, and workflow improvements, see the . You then should see the workflow populated. A controlNet or T2IAdaptor, trained to guide the diffusion model using specific image data. In this example, we will guide you through installing and using ControlNet models in ComfyUI, and complete a sketch-controlled image generation example. Check the Corresponding Nodes and Complete the Examples of ComfyUI workflows. The total steps is 16. This workflow can use LoRAs, ControlNets, enabling negative prompting with Ksampler, dynamic thresholding, inpainting, and more. May 12, 2025 · Using ComfyUI ControlNet Auxiliary Preprocessors to Preprocess Reference Images. So if you ever wanted to use the same effect as the OP, all you have to do is load his image and everything is already there for you. Put them in the models/upscale_models folder then use the UpscaleModelLoader node to load them and the ImageUpscaleWithModel node to use them. ControlNet Depth Comfyui workflow (Use ControlNet Depth to enhance your SDXL images) View Now. New Features and Improvements May 12, 2025 · ComfyUI内でFlux. 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 Jan 16, 2024 · Animatediff Workflow: Openpose Keyframing in ComfyUI. 1 模型它，包括以下几个主题： About VACE. 5 Canny ControlNet Workflow. Select an image in the left-most node and choose which preprocessor and ControlNet model you want from the top Multi-ControlNet Stack node. 1, enabling users to modify and recreate real or generated images. This workflow by Antzu is a nice example of using Controlnet to Jan 20, 2024 · Put it in Comfyui > models > checkpoints folder. 3. 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. ComfyUI Official HunyuanVideo I2V Workflow. Nvidia Cosmos Models. The model installation is the same as the inpainting section, please refer to the inpainting section above. These are examples demonstrating how to do img2img. 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. !!!Strength and prompt senstive, be care for your prompt and try 0. Available modes: Depth / Pose / Canny / Tile / Blur / Grayscale / Low quality Instructions: Update ComfyUI to the latest version. 1 Models. Pose ControlNet. 1 Fun Control Workflow. After a quick look, I summarized some key points. ControlNet workflow (A great starting point for using ControlNet) View Now Oct 5, 2024 · ControlNet. 3 billion parameters), covering various tasks including text-to-video (T2V) and image-to-video (I2V). It extracts the pose from the image. You can click the “Load” button on the right in order to load in our workflow. Currently, ComfyUI officially supports the Wan Fun Control model natively, but as of now (2025-04-10), there is no officially released workflow example. Here is an example. For these examples I have renamed the files by adding stable_cascade_ in front of the filename for example: stable_cascade_canny. May 12, 2025 · Img2Img Examples. This workflow comes from the ComfyUI official documentation. 1 Model. Edge detection example. 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. You will first need: Text encoder and VAE: Aug 17, 2023 · ** 09/09/2023 - Changed the CR Apply MultiControlNet node to align with the Apply ControlNet (Advanced) node. Manual Model Installation; 3. Refresh the page and select the Realistic model in the Load Checkpoint node. ControlNet 1. In this example we're using Canny to drive the composition but it works with any CN. Save the image below locally, then load it into the LoadImage node after importing the workflow Workflow Overview. A Conditioning containing the control_net and visual guide. Once the installation is complete, there will be a workflow in the \ComfyUI\custom_nodes\x-flux-comfyui\workflows. If you're interested in exploring the ControlNet workflow, use the following ComfyUI web. This workflow guides you in using precise transformations and enhancing realism through the Fade effect, ensuring the seamless integration of visual effects. Put it in ComfyUI > models > controlnet folder. CONDITIONING. 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. 1バージョンモデルを例に説明し、具体的なワークフローは後続の関連チュートリアルで補足します。 Oct 22, 2023 · ComfyUI Guide: Utilizing ControlNet and T2I-Adapter Overview: In ComfyUI, the ControlNet and T2I-Adapter are essential tools. Don’t worry about the pre-filled values and prompts, we will edit these values on inference when we run our May 12, 2025 · Complete Guide to ComfyUI ACE-Step Music Generation Workflow. bat you can run to install to portable if detected. 1 models are similar to this example. We will use the following two tools, Mar 20, 2024 · 1. 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 May 12, 2025 · SD1. May 12, 2025 · Wan2. Mar 21, 2024 · To use ComfyUI-LaMA-Preprocessor, you'll be following an image-to-image workflow and add in the following nodes: Load ControlNet Model, Apply ControlNet, and lamaPreprocessor: When setting the lamaPreprocessor node, you'll decide whether you want horizontal or vertical expansion and then set the amount of pixels you want to expand the image by Debugging Tools: Extensive logging and preview functions for workflow understanding; Latest Features. Overview of ControlNet 1. json file. Step-by-Step Workflow Execution; Combining Depth Control with Other Techniques SD1. Here is a workflow for using it: Save this image then load it or drag it on ComfyUI to get the workflow. A May 12, 2025 · ControlNet et T2I-Adapter - Exemples de workflow ComfyUI Notez que dans ces exemples, l’image brute est directement transmise à l’adaptateur ControlNet/T2I. The image used as a visual guide for the diffusion model. 1. download diffusion_pytorch_model. Inpainting with ControlNet. This tutorial is based on and updated from the ComfyUI Flux examples. This toolkit is designed to add control and guidance capabilities to FLUX. The workflows are included below – they are encoded PNG images, dragging them into the ComfyUI canvas will reconstruct the workflows. safetensors Jan 28, 2025 · Includes a Note node that contains the links to all the model, clip, VAE, ControlNet, detailer, etc. org for compatibility reasons, you can no longer find the Apply ControlNet(Old) node through search or node list. example usage text with workflow image May 12, 2025 · This documentation is for the original Apply ControlNet(Advanced) node. This workflow consists of the following main parts: Model Loading: Loading SD model, VAE model and ControlNet model ComfyUI ControlNet Regional Division Mixing Example. 0 ComfyUI Workflows, ComfyUI-Huanyuan3DWrapper and ComfyUI Native Support Workflow Examples This guide contains complete instructions for Hunyuan3D 2. 5GB) open in new window and sd3_medium_incl_clips_t5xxlfp8. safetensors or something similar. You switched accounts on another tab or window. 1 ControlNet Model Introduction. Additional ControlNet models, including Stable Diffusion 3. ComfyUI ControlNet aux: Plugin with preprocessors for ControlNet, so you can generate images directly from ComfyUI. ControlNet can be used for refined editing within specific areas of an image: Isolate the area to regenerate using the MaskEditor node. Apr 21, 2024 · There are a few different preprocessors for ControlNet within ComfyUI, however, in this example, we’ll use the ComfyUI ControlNet Auxiliary node developed by Fannovel16. 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 Application Scenarios for Depth Maps with ControlNet; ComfyUI ControlNet Workflow Example Explanation; 1. We also use “Image Chooser” to make the image sent to the 2nd pass optional. It includes all previous models and adds several new ones, bringing the total count to 14. 0 ComfyUI workflows, including single-view and multi-view complete workflows, and provides corresponding model download links Created by: Stonelax: Stonelax again, I made a quick Flux workflow of the long waited open-pose and tile ControlNet modules. 0. There is a “Pad Image for Outpainting” node to automatically pad the image for outpainting while creating the proper mask. Created by: OpenArt: IPADAPTER + CONTROLNET ===== IPAdapter can be of course paired with any ControlNet. The SD3 checkpoints that contain text encoders: sd3_medium_incl_clips. 1を利用するには、最新のComfyUIモデルにアップグレードする必要があります。まだComfyUIを更新していない場合は、以下の記事を参照してアップグレードまたはインストール手順を確認してください。 Sep 24, 2024 · Example workflow: Use OpenPose for body positioning; Follow with Canny for edge preservation; Add a depth map for 3D-like effects; Download Multiple ControlNets Example Workflow. Feb 25, 2024 · 使用AI繪圖到某個階段後通常會接觸到Controlnet這個外掛功能，WebUI的使用者在安裝及使用Controlnet上都非常的方便，不過ComfyUI在安裝上也可以透過Manager很快的安裝好，只是在使用上需要自己串接節點或是拉別人的工作流來套用，然後就是不斷試誤和除錯的過程。 May 12, 2025 · Complete Guide to Hunyuan3D 2. Step-by-Step Workflow Execution; Explanation of the Pose ControlNet 2-Pass Workflow; First Phase: Basic Pose Image Generation; Second Phase: Style Optimization and Detail Enhancement; Advantages of 2-Pass Image Generation Nov 25, 2023 · Merge 2 images together (Merge 2 images together with this ComfyUI workflow) View Now. 5 Depth ControlNet Workflow Guide Main Components. May 12, 2025 · Complete Guide to Hunyuan3D 2. image. - Ling-APE/ComfyUI-All-in-One-FluxDev-Workflow 1. Created by: Stonelax@odam. May 12, 2025 · Upscale Model Examples. May 12, 2025 · Outpainting is the same thing as inpainting. json will be explained. Model Introduction FLUX. Ensure Load Checkpoint loads 512-inpainting-ema. Model Installation; 3. safetensors. 0-controlnet. Download the model to models/controlnet. 5 Medium (2B) variants and new control types, are on the way! Created by: Reverent Elusarca: Hi everyone, ControlNet for SD3 is available on Comfy UI! Please read the instructions below: 1- In order to use the native 'ControlNetApplySD3' node, you need to have the latest Comfy UI, so update your Comfy UI. May 12, 2025 · ComfyUI Workflow Examples. May 6, 2024 · 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. Examples of ComfyUI workflows. - Ling-APE/ComfyUI-All-in-One-FluxDev-Workflow AnimateDiff + AutoMask + ControlNet | Visual Effects (VFX) Discover the ComfyUI workflow that leverages AnimateDiff, AutoMask, and ControlNet to redefine visual effects creation. However, we use this tool to control keyframes, ComfyUI-Advanced-ControlNet. 1 is an updated and optimized version based on ControlNet 1. download OpenPoseXL2. May 12, 2025 · 4. Pose Reference Nov 23, 2024 · They work like the same Controlnet , IP Adapter techniques but way more refined than any of the third party Flux Controlnet models. safetensors, stable_cascade_inpainting. outputs. This example is for Canny, but you can use the A controlNet or T2IAdaptor, trained to guide the diffusion model using specific image data. div pyy riagyy igj ileey arspwl pzwo quqwmi ovgof keeilcut