Search across 1143 ComfyUI extensions and 8025 custom nodes
The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.
ComfyUI-Manager itself is also a custom node.
ComfyUI reference implementation for IPAdapter models. The code is mostly taken from the original IPAdapter repository and laksjdjf's implementation, all credit goes to them. I just made the extension closer to ComfyUI philosophy.
A forked repository that actively maintains [a/AnimateDiff](https://github.com/ArtVentureX/comfyui-animatediff), created by ArtVentureX. Improved AnimateDiff integration for ComfyUI, adapts from sd-webui-animatediff. [w/Download one or more motion models from [a/Original Models](https://huggingface.co/guoyww/animatediff/tree/main) | [a/Finetuned Models](https://huggingface.co/manshoety/AD_Stabilized_Motion/tree/main). See README for additional model links and usage. Put the model weights under %%ComfyUI/custom_nodes/ComfyUI-AnimateDiff-Evolved/models%%. You are free to rename the models, but keeping original names will ease use when sharing your workflow.]
An extensive node suite that enables ComfyUI to process 3D inputs (Mesh & UV Texture, etc) using cutting edge algorithms (3DGS, NeRF, etc.) NOTE: Pre-built python wheels can be download from [a/https://github.com/remsky/ComfyUI3D-Assorted-Wheels](https://github.com/remsky/ComfyUI3D-Assorted-Wheels)
This is a rework of comfyui_controlnet_preprocessors based on ControlNet auxiliary models by 🤗. I think the old repo isn't good enough to maintain. All old workflow will still be work with this repo but the version option won't do anything. Almost all v1 preprocessors are replaced by v1.1 except those doesn't appear in v1.1. [w/NOTE: Please refrain from using the controlnet preprocessor alongside this installation, as it may lead to conflicts and prevent proper recognition.]
ComfyUI Portrait Master 简体中文版.
This extension offers various detector nodes and detailer nodes that allow you to configure a workflow that automatically enhances facial details. And provide iterative upscaler.
This extension provides: Auto Arrange Graph, Workflow SVG, Favicon Status, Image Feed, Latent Upscale By, Lock Nodes & Groups, Lora Subfolders, Preset Text, Show Text, Touch Support, Link Render Mode, Locking, Node Finder, Quick Nodes, Show Image On Menu, Show Text, Workflow Managements, Custom Widget Default Values
ComfyUI implementation of [a/LayerDiffusion](https://github.com/layerdiffusion/LayerDiffusion).
Wrapper nodes to use SUPIR upscaling process in ComfyUI
Unofficial implementation of [a/InstantID](https://github.com/InstantID/InstantID) for ComfyUI
The Fast and Simple 'roop-like' Face Swap Extension Node for ComfyUI, based on ReActor (ex Roop-GE) SD-WebUI Face Swap Extension
It provides language settings. (Contribution from users of various languages is needed due to the support for each language.)
Extension for StableSwarmUI, ComfyUI, and AUTOMATIC1111 Stable Diffusion WebUI that enables a way to use higher CFG Scales without color issues. This works by clamping latents between steps.
Native [a/InstantID](https://github.com/InstantID/InstantID) support for ComfyUI. This extension differs from the many already available as it doesn't use diffusers but instead implements InstantID natively and it fully integrates with ComfyUI. Please note this still could be considered beta stage, looking forward to your feedback.
A node suite for ComfyUI with many new nodes, such as image processing, text processing, and more.
3D, ScreenShareNode & FloatingVideoNode, SpeechRecognition & SpeechSynthesis, GPT, LoadImagesFromLocal, Layers, Other Nodes, ...
Nodes for [a/LivePortrait](https://github.com/KwaiVGI/LivePortrait), insightface is required
A ComfyUI custom node for project management to centralize the management of all your workflows in one place. Seamlessly switch between workflows, create and update them within a single workspace, like Google Docs.
A set of nodes for ComfyUI it generate image like Adobe Photoshop's Layer Style. the Drop Shadow is first completed node, and follow-up work is in progress.
ComfyUI Portrait Master. A node designed to help AI image creators to generate prompts for human portraits.
Nodes: Seed, Reroute, Context, Lora Loader Stack, Context Switch, Fast Muter. These custom nodes helps organize the building of complex workflows.
A collection of ComfyUI custom nodes to help streamline workflows and reduce total node count.[w/NOTE: This node is originally created by LucianoCirino, but the [a/original repository](https://github.com/LucianoCirino/efficiency-nodes-comfyui) is no longer maintained and has been forked by a new maintainer. To use the forked version, you should uninstall the original version and **REINSTALL** this one.]
Open source comfyui deployment platform, a vercel for generative workflow infra.
One Button Prompt has a prompt generation node for beginners who have problems writing a good prompt, or advanced users who want to get inspired. It generates an entire prompt from scratch. It is random, but controlled. You simply load up the script and press generate, and let it surprise you.
Steerable Motion is a ComfyUI node for batch creative interpolation. Our goal is to feature the best methods for steering motion with images as video models evolve.
Unofficial implementation of [a/PhotoMaker](https://github.com/TencentARC/PhotoMaker) for ComfyUI
Custom nodes for easier use of SDXL in ComfyUI including an img2img workflow that utilizes both the base and refiner checkpoints.
Nodes: PoseNode, PainterNode, TranslateTextNode, TranslateCLIPTextEncodeNode, DeepTranslatorTextNode, DeepTranslatorCLIPTextEncodeNode, ArgosTranslateTextNode, ArgosTranslateCLIPTextEncodeNode, PreviewTextNode. NOTE: Due to the dynamic nature of node name definitions, ComfyUI-Manager cannot recognize the node list from this extension. The Missing nodes and Badge features are not available for this extension.
ComfyUI nodes for the Ultimate Stable Diffusion Upscale script by Coyote-A.
SDXL Prompt Styler is a node that enables you to style prompts based on predefined templates stored in a JSON file.
To enhance the usability of ComfyUI, optimizations and integrations have been implemented for several commonly used nodes.
AnimateDiff integration for ComfyUI, adapts from sd-webui-animatediff. [w/You only need to download one of [a/mm_sd_v14.ckpt](https://huggingface.co/guoyww/animatediff/resolve/main/mm_sd_v14.ckpt) | [a/mm_sd_v15.ckpt](https://huggingface.co/guoyww/animatediff/resolve/main/mm_sd_v15.ckpt). Put the model weights under %%ComfyUI/custom_nodes/comfyui-animatediff/models%%. DO NOT change model filename.]
Using Gemini-pro & Gemini-pro-vision in ComfyUI.
Unofficial implementation of BRIA RMBG Model for ComfyUI.
Based on GroundingDino and SAM, use semantic strings to segment any element in an image. The comfyui version of sd-webui-segment-anything.
With this suit, you can see the resources monitor, progress bar & time elapsed, metadata and compare between two images, compare between two JSONs, show any value to console/display, pipes, and more! This provides better nodes to load/save images, previews, etc, and see "hidden" data without loading a new workflow.
Wrapper nodes to use DynamiCrafter image2video and frame interpolation models in ComfyUI And this extension supports ToonCrafter as well
ComfyUI native nodes for IC-Light
Custom nodes for SDXL and SD1.5 including Multi-ControlNet, LoRA, Aspect Ratio, Process Switches, and many more nodes. NOTE: Maintainer is changed to Suzie1 from RockOfFire. [w/Using an outdated version has resulted in reported issues with updates not being applied. Trying to reinstall the software is advised.]
Unofficial implementation of [a/YOLO-World + EfficientSAM](https://huggingface.co/spaces/SkalskiP/YOLO-World) & [a/YOLO-World](https://github.com/AILab-CVC/YOLO-World) for ComfyUI NOTE: Install the efficient_sam model from the Install models menu. [w/When installing or updating this custom node, many installation packages may be downgraded due to the installation of requirements. !! python3.12 is incompatible.]
Experimental nodes for better inpainting with ComfyUI. Adds two nodes which allow using [a/Fooocus](https://github.com/Acly/comfyui-inpaint-nodes) inpaint model. It's a small and flexible patch which can be applied to any SDXL checkpoint and will transform it into an inpaint model. This model can then be used like other inpaint models, and provides the same benefits. [a/Read more](https://github.com/lllyasviel/Fooocus/discussions/414)
Nodes for scheduling ControlNet strength across timesteps and batched latents, as well as applying custom weights and attention masks.
A ComfyUI extension allowing the interrogation of booru tags from images.
This node was created to send a webcam to ComfyUI in real time. This node is recommended for use with LCM.
[a/PuLID](https://github.com/ToTheBeginning/PuLID) ComfyUI native implementation.
Nodes: AnyNode. Nodes that can be anything you ask. Auto-Generate functional nodes using LLMs. Create impossible workflows. API Compatibility: (OpenAI, LocalLLMs, Gemini).
Improved AnimateAnyone implementation that allows you to use the opse image sequence and reference image to generate stylized video. The current goal of this project is to achieve desired pose2video result with 1+FPS on GPUs that are equal to or better than RTX 3080!🚀 [w/The torch environment may be compromised due to version issues as some torch-related packages are being reinstalled.]
Rudimentary wrapper that runs [a/Kwai-Kolors](https://huggingface.co/Kwai-Kolors/Kolors) text2image pipeline using diffusers.
A simple sidebar for ComfyUI.
Nodes: VHS_VideoCombine. Nodes related to video workflows
Custom nodes for ComfyUI allow to inpaint using Brushnet: '[a/BrushNet: A Plug-and-Play Image Inpainting Model with Decomposed Dual-Branch Diffusion](https://arxiv.org/abs/2403.06976)'.
ComfyUI native implementation of [a/IC-Light](https://github.com/lllyasviel/IC-Light).
implementation of MagicClothing with garment and prompt in ComfyUI
This is an image/video/workflow browser and manager for ComfyUI. You could add image/video/workflow to collections and load it to ComfyUI. You will be able to use your collections everywhere.
Various AI tools to use in Comfy UI. Starting with VL and prompt making tools using Ollma as backend will evolve as I find time.
This is a wrapper node for Marigold depth estimation: [https://github.com/prs-eth/Marigold](https://github.com/kijai/ComfyUI-Marigold). Currently using the same diffusers pipeline as in the original implementation, so in addition to the custom node, you need the model in diffusers format. NOTE: See details in repo to install.
Various quality of life -nodes for ComfyUI, mostly just visual stuff to improve usability.
Essential nodes that are weirdly missing from ComfyUI core. With few exceptions they are new features and not commodities. I hope this will be just a temporary repository until the nodes get included into ComfyUI.
A set of nodes that allow data to be 'broadcast' to some or all unconnected inputs. Greatly reduces link spaghetti.
NODES: Face Swap, Film Interpolation, Latent Lerp, Int To Number, Bounding Box, Crop, Uncrop, ImageBlur, Denoise, ImageCompare, RGV to HSV, HSV to RGB, Color Correct, Modulo, Deglaze Image, Smart Step, ...
ComfyUI implementation of [a/Omost](https://github.com/lllyasviel/Omost), and everything about regional prompt. NOTE: You need to install ComfyUI_densediffusion to use this node.
Prompt Visualization | Art Gallery [w/WARN: Installation requires 2GB of space, and it will involve a long download time.]
A custom node suite for Video Frame Interpolation in ComfyUI
This is a custom node that lets you use TripoSR right from ComfyUI. [a/TripoSR](https://github.com/VAST-AI-Research/TripoSR) is a state-of-the-art open-source model for fast feedforward 3D reconstruction from a single image, collaboratively developed by Tripo AI and Stability AI. (TL;DR it creates a 3d model from an image.)
This node enables the best performance on NVIDIA RTX™ Graphics Cards (GPUs) for Stable Diffusion by leveraging NVIDIA TensorRT.
Nodes: Download the weights of DragNUWA [a/drag_nuwa_svd.pth](https://drive.google.com/file/d/1Z4JOley0SJCb35kFF4PCc6N6P1ftfX4i/view) and put it to ComfyUI/models/checkpoints/drag_nuwa_svd.pth [w/Due to changes in the torch package and versions of many other packages, it may disrupt your installation environment.]
A ComfyUI custom node that simply integrates the [a/OOTDiffusion](https://github.com/levihsu/OOTDiffusion) functionality.
Nodes to use Florence2 VLM for image vision tasks: object detection, captioning, segmentation and ocr
These custom nodes provides features that allow for better control over the effects of the text prompt.
This extension offers various pipe nodes, extensive XYZ plotting, fullscreen image viewer based on node history, dynamic widgets, interface customization, and more.
A selection of nodes for Stable Diffusion ComfyUI
This extension aims to add support for various random image diffusion models to ComfyUI.
Scheduled prompts, scheduled float/int values and wave function nodes for animations and utility. compatable with [a/framesync](https://www.framesync.xyz/) and [a/keyframe-string-generator](https://www.chigozie.co.uk/keyframe-string-generator/) for audio synced animations in Comfyui.
Powerfull bridge to Photoshop by NimaNzrii
Implementation of AutoGen inside ComfyUI. This repository is under development, and not everything is functioning correctly yet.
Unofficial implementation of APISR for ComfyUI, both image and video
This is a low-dependency node pack primarily dealing with masks. The author recommends using Impact-Pack instead (unless you specifically have trouble installing dependencies).
Automate calculation depending on image sizes or something you want.
This extension provides various nodes to support Lora Block Weight and the Impact Pack. Provides many easily applicable regional features and applications for Variation Seed.
If you see this message, your ComfyUI-Manager is outdated. Recent channel provides only the list of the latest nodes. If you want to find the complete node list, please go to the Default channel. Making LoRA has never been easier!
[a/MusePose](https://github.com/TMElyralab/MusePose) is an image-to-video generation framework for virtual human under control signal such as pose. NOTE: You need to download weigths manually from: [a/https://huggingface.co/TMElyralab/MusePose](https://huggingface.co/TMElyralab/MusePose).[w/The repository name has changed. If you are not receiving updates, please delete the existing node and reinstall it.]
Custom Nodes for Vision Language Models (VLM) , Large Language Models (LLM), Image Captioning, Automatic Prompt Generation, Creative and Consistent Prompt Suggestion, Keyword Extraction
ComfyUI implementation for [a/ELLA](https://github.com/TencentQQGYLab/ELLA).
A Fast, Accurate, and Detailed Line Detection Preprocessor. Anyline is a ControlNet line preprocessor that accurately extracts object edges, image details, and textual content from most images. Users can input any type of image to quickly obtain line drawings with clear edges, sufficient detail preservation, and high fidelity text, which are then used as input for conditional generation in Stable Diffusion.
This extension contains a tiled sampler for ComfyUI. It allows for denoising larger images by splitting it up into smaller tiles and denoising these. It tries to minimize any seams for showing up in the end result by gradually denoising all tiles one step at the time and randomizing tile positions for every step.
My own version 'from scratch' of a self-rescaling CFG. It isn't much but it's honest work. TLDR: set your CFG at 8 to try it. No burned images and artifacts anymore. CFG is also a bit more sensitive because it's a proportion around 8. Low scale like 4 also gives really nice results since your CFG is not the CFG anymore. Also in general even with relatively low settings it seems to improve the quality.
The project integrates the Retrieval Augmented Generation (RAG) tool [a/Llama-Index](https://www.llamaindex.ai/), [a/Microsoft's AutoGen](https://microsoft.github.io/autogen/), and [a/LlaVA-Next](https://github.com/LLaVA-VL/LLaVA-NeXT) with ComfyUI's adaptable node interface, enhancing the functionality and user experience of the platform.
An implementation of the RAG LlamaIndex with Agents from AutoGen
Easily use Stable Video Diffusion inside ComfyUI!
Advanced CLIP Text Encode (if you need A1111 like prompt. you need this. But Cutoff node includes this feature, already.)
The ComfyUI version of [a/LivePortrait](https://github.com/KwaiVGI/LivePortrait).
This project is used to enable [a/ToonCrafter](https://github.com/ToonCrafter/ToonCrafter) to be used in ComfyUI. You can use it to achieve generative keyframe animation And use it in Blender for animation rendering and prediction
A set of block-based LLM agent node libraries designed for ComfyUI.This project aims to develop a complete set of nodes for LLM workflow construction based on comfyui. It allows users to quickly and conveniently build their own LLM workflows and easily integrate them into their existing SD workflows.
Implementation of Kolors on ComfyUI Reference from [a/https://github.com/kijai/ComfyUI-KwaiKolorsWrapper](https://github.com/kijai/ComfyUI-KwaiKolorsWrapper) Using ComfyUI Native Sampling
ComfyUI adaptation of [a/IDM-VTON](https://github.com/yisol/IDM-VTON) for virtual try-on.
a comfyui custom node for [a/MimicMotion](https://github.com/Tencent/MimicMotion)
We provide ComfyUI-ResAdapter node to help users to use [a/ResAdapter](https://github.com/bytedance/res-adapter) in ComfyUI.
Enhance old or low-quality images in ComfyUI. Optional features include automatic scratch removal and face enhancement. Based on Microsoft's Bringing-Old-Photos-Back-to-Life. Requires installing models, so see instructions here: https://github.com/cdb-boop/ComfyUI-Bringing-Old-Photos-Back-to-Life.
Implementation of the [a/StyleAligned](https://style-aligned-gen.github.io/) paper for ComfyUI. This node allows you to apply a consistent style to all images in a batch; by default it will use the first image in the batch as the style reference, forcing all other images to be consistent with it.
ComfyUI Version of '[a/Visual Style Prompting with Swapping Self-Attention](https://github.com/naver-ai/Visual-Style-Prompting)'
Nodes:Image to Text, Loader Image to Text Model.
This extension uses [a/DLib](http://dlib.net/) to calculate the Euclidean and Cosine distance between two faces. NOTE: Install the Shape Predictor, Face Recognition model from the Install models menu.
This custom node implements a Latent Consistency Model sampler in ComfyUI. (LCM)
Extension for Automatic1111 and ComfyUI to automatically create masks for Background/Hair/Body/Face/Clothes in Img2Img
Run ComfyUI workflows on multiple local GPUs/networked machines. Nodes: Remote images, Local Remote control
DeepFuze is a state-of-the-art deep learning tool that seamlessly integrates with ComfyUI to revolutionize facial transformations, lipsyncing, video generation, voice cloning, face swapping, and lipsync translation. Leveraging advanced algorithms, DeepFuze enables users to combine audio and video with unparalleled realism, ensuring perfectly synchronized facial movements. This innovative solution is ideal for content creators, animators, developers, and anyone seeking to elevate their video editing projects with sophisticated AI-driven features.
The extension enables large image drawing & upscaling with limited VRAM via the following techniques: 1.Two SOTA diffusion tiling algorithms: [a/Mixture of Diffusers](https://github.com/albarji/mixture-of-diffusers) and [a/MultiDiffusion](https://github.com/omerbt/MultiDiffusion) 2.pkuliyi2015's Tiled VAE algorithm.
a comfyui custom node for [a/hallo](https://github.com/fudan-generative-vision/hallo)
ComfyUI [a/AniPortrait](https://github.com/Zejun-Yang/AniPortrait)
Custom ComfyUI Nodes for interacting with [a/Ollama](https://ollama.com/) using the [a/ollama python client](https://github.com/ollama/ollama-python). Integrate the power of LLMs into CompfyUI workflows easily.
ComfyUI custom nodes for inpainting/outpainting using the new latent consistency model (LCM)
Nodes: Load Image (Base64), Load Mask (Base64), Send Image (WebSocket), Crop Image, Apply Mask to Image, Create Tile Layout, Extract Image Tile, .... Provides nodes geared towards using ComfyUI as a backend for external tools. NOTE: This extension is necessary when using an external tool like [comfyui-capture-inference](https://github.com/minux302/comfyui-capture-inference).
Include nodes for sam + bpy operation, that allows workflow creations for generative 2d character rig.
This extension contains 6 nodes for ComfyUI that allows for more control and flexibility over the noise.
The ultimate solution for managing image metadata and multi-tool compatibility. ComfyUI node version of the SD Prompt Reader.
A suite of tools for prompt management. Combining nodes helps the user sequence strings for prompts, also creating logical groupings if necessary. Individual nodes can be chained together in any order.
Improve the interactive experience of using ComfyUI, such as making the loading of ComfyUI models more intuitive and making it easier to create model thumbnails
Easily use Magic Animate within ComfyUI! [w/WARN: This extension requires 15GB disk space.]
Nodes: Run python tools/download_weights.py first to download weights automatically
Nodes: Random Prompts, Combinatorial Prompts, I'm Feeling Lucky, Magic Prompt, Jinja2 Templates. ComfyUI-DynamicPrompts is a custom nodes library that integrates into your existing ComfyUI Library. It provides nodes that enable the use of Dynamic Prompts in your ComfyUI.
A custom node that pauses the flow while you choose which image (or latent) to pass on to the rest of the workflow.
Nodes: load Image with metadata, get config data, load image from base64 string, Load Loras From Prompt, Generate Latent Noise, Combine Two Latents Into Batch, General Purpose Controlnet Unit, ControlNet Script, Content Mask Latent, Auto-Photoshop-SD Seed, Expand and Blur the Mask
Custom node to convert the lantents between SDXL and SD v1.5 directly without the VAE decoding/encoding step.
Webcam, MIDI, Spout and GLSL shader support. Animation via tick. Parameter manipulation with wave generator. Math operations, universal value converstion, shape mask generation, image channel ops, batch splitting/merging/randomizing, load image/video from URL, Dynamic bus routing, support for GIPHY, save output anywhere! flatten, crop, transform; check color blindness, make stereograms or stereoscopic images, and much more.
Nodes: StableAudioSampler. Wraps the new Stable Audio Open Model in the sampler that dropped Jun 5th. See Github for Features
Perturbed-Attention Guidance with advanced parameters for ComfyUI. (PAG)
Font Animation, Speech Recognition, Caption Generator, TTS
Allor is a plugin for ComfyUI with an emphasis on transparency and performance.
Optimized wrapper nodes for MimicMotion: [a/https://github.com/tencent/MimicMotion](https://github.com/tencent/MimicMotion)
Nodes: ColorBlend, ControlLoraSave, GetImageSize. NOTE: Control-LoRA recolor example uses these nodes.
'✂️ Inpaint Crop' is a node that crops an image before sampling. The context area can be specified via the mask, expand pixels and expand factor or via a separate (optional) mask. '✂️ Inpaint Stitch' is a node that stitches the inpainted image back into the original image without altering unmasked areas.
QWen-VL-Plus & QWen-VL-Max in ComfyUI
Nodes:Phi3mini_4k_ModelLoader_Zho, Phi3mini_4k_Zho, Phi3mini_4k_Chat_Zho
A suite of custom nodes for ConfyUI that includes GPT text-prompt generation, LoadVideo,SaveVideo,LoadFramesFromFolder and FrameInterpolator
Nodes:segformer_clothes, segformer_agnostic, segformer_remove_bg, stabel_vition. Nodes for model dress up.
Implementation of [a/faceswap](https://github.com/nosiu/InstantID-faceswap/tree/main) based on [a/InstantID](https://github.com/InstantID/InstantID) for ComfyUI. Allows usage of [a/LCM Lora](https://huggingface.co/latent-consistency/lcm-lora-sdxl) which can produce good results in only a few generation steps. NOTE:Works ONLY with SDXL checkpoints.
ComfyUI custom node implementation of [a/ProPainter](https://github.com/sczhou/ProPainter) framework for video inpainting.
Nodes:NNLatentUpscale, A custom ComfyUI node designed for rapid latent upscaling using a compact neural network, eliminating the need for VAE-based decoding and encoding.
Implementation of UltraPixel on ComfyUI
NODES: CLIP Text Encode++. Achieve identical embeddings from stable-diffusion-webui for ComfyUI.
Bilateral Reference Network achieves SOTA result in multi Salient Object Segmentation dataset, this repo pack BiRefNet as ComfyUI nodes, and make this SOTA model easier use for everyone.
This node manipulates the pixel art image in ways that it should look pixel perfect (downscales, changes palette, upscales etc.).
This is a copy of [a/facerestore custom node](https://civitai.com/models/24690/comfyui-facerestore-node) with a bit of a change to support CodeFormer Fidelity parameter. These ComfyUI nodes can be used to restore faces in images similar to the face restore option in AUTOMATIC1111 webui. NOTE: To use this node, you need to download the face restoration model and face detection model from the 'Install models' menu.
Nodes:RetainFace, FaceFusion, RatioMerge2Image, MaskMerge2Image, ReplaceBoxImg, ExpandMaskBox, FaceSkin, SkinRetouching, PortraitEnhancement, ...
a comfyui custom node for [a/GPT-SoVITS](https://github.com/RVC-Boss/GPT-SoVITS)! you can voice cloning and tts in comfyui now [w/NOTE:make sure ffmpeg is worked in your commandline]
Nodes for convenient prompt editing. The aim is to make basic generations in ComfyUI completely prompt-controllable.
This is a custom node that lets you take advantage of Latent Diffusion Super Resolution (LDSR) models inside ComfyUI.
ComfyUI wrapper nodes for Lumina models
VFX nodes, Shaders, Utilities, Mask tools, Prompting Tools, and much more!
Better version for [a/BiRefNet](https://github.com/zhengpeng7/birefnet) in ComfyUI | Both img and video
ComfyUI- CCSR upscaler node
Run your workflow using cloud GPU resources, from your local ComfyUI. NOTE:After you first install the plugin... The first time you click 'generate', you will be prompted to log into your account.Subsequent generations after the first is faster (the first run it takes a while to process your workflow). Once those two steps have been completed, you will be able to seamlessly generate your workflow on the cloud!
A port of the openpose-editor extension for stable-diffusion-webui. NOTE: Requires [a/this ComfyUI patch](https://github.com/comfyanonymous/ComfyUI/pull/711) to work correctly
ComfyUI MuseTalk
A minimalistic implementation of [a/Robust Video Matting (RVM)](https://github.com/PeterL1n/RobustVideoMatting/) in ComfyUI
ComfyUI Implementaion of ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment
ComfyUI reference implementation for [a/PhotoMaker](https://github.com/TencentARC/PhotoMaker) models. NOTE: PhotoMaker V2 is supported.
Nodes: LLLiteLoader
All the tools you need to save images with their generation metadata on ComfyUI. Compatible with Civitai & Prompthero geninfo auto-detection. Works with png, jpeg and webp.
Preliminary use of SVD in ComfyUI. NOTE: Quick Implementation, Unstable. See details on repositories.
A collection of post processing nodes for ComfyUI, simply download this repo and drag.
Implementation of MDM, MotionDiffuse and ReMoDiffuse into ComfyUI.
ComfyUI node for background removal implementing [a/InSPyReNet](https://github.com/plemeri/InSPyReNet)
This extension provides a full page image editor with mask support. There are two nodes, one to receive images from the editor and one to send images to the editor.
A set of nodes to perform multi-object prompting with InstanceDiffusion
A set of custom nodes to perform image 2 image functions in ComfyUI.
PhotoMaker for ComfyUI
Nodes: ModelSamplerTonemapNoiseTest, TonemapNoiseWithRescaleCFG, ReferenceOnlySimple, RescaleClassifierFreeGuidanceTest, ModelMergeBlockNumber, ModelMergeSDXL, ModelMergeSDXLTransformers, ModelMergeSDXLDetailedTransformers.
Multi-monitor image preview, Variable Assigment/Wireless Nodes, Prompt Tweaking, Command Palette, Pinned favourite nodes, Node navigation, Fuzzy search, Node time tracking, Organizing and Error management. For more info visit: [a/https://comfyui.ma.pe/](https://comfyui.ma.pe/)
fastblend for comfyui, and other nodes that I write for video2video. rebatch image, my openpose
СomfyUI version of [a/Euler Smea Dyn Sampler](https://github.com/Koishi-Star/Euler-Smea-Dyn-Sampler). It adds samplers directly to KSampler nodes.
node color customization, custom colors, dot reroutes, link rendering options, straight lines, group freezing, node pinning, automated arrangement of nodes, copy image NOTE: This repo is identical to 'blibla-comfyui-extensions'.
ComfyUI Unique3D is custom nodes that running AiuniAI/Unique3D into ComfyUI[w/Please follow readme to install with ComfyUI embedded python.]
Simple custom nodes for testing and use HiDiffusion technology: https://github.com/megvii-research/HiDiffusion/
This tool provides a viewer node that allows for checking multiple outputs in a grid, similar to the X/Y Plot extension.
StableZero123 is a node wrapper that uses the model and technique provided [here](https://github.com/SUDO-AI-3D/zero123plus/). It uses the Zero123plus model to generate 3D views using just one image.
This is a trainer for AnimateDiff MotionLoRAs, based on the implementation of MotionDirector by ExponentialML. NOTE:[a/ADMotionDirector](https://github.com/ExponentialML/AnimateDiff-MotionDirector)
An unofficial ComfyUI custom node for [a/Zero-Shot Material Transfer from a Single Image](https://ttchengab.github.io/zest), Given an input image (e.g., a photo of an apple) and a single material exemplar image (e.g., a golden bowl), ZeST can transfer the gold material from the exemplar onto the apple with accurate lighting cues while making everything else consistent.
Official Deforum animation pipeline tools that provide a unique way to create frame-by-frame generative motion art.
Nodes:3D Pose Editor
Nodes: Download the weights of MotionCtrl [a/motionctrl.pth](https://huggingface.co/TencentARC/MotionCtrl/blob/main/motionctrl.pth) and put it to ComfyUI/models/checkpoints
Custom Node for comfyUI for virtual lighting based on normal map. You can use normal maps to add virtual lighting effects to your images.
ComfyUI InstantMesh is custom nodes that running InstantMesh into ComfyUI
ComfyUI nodes to use [a/DepthAnythingV2](https://depth-anything-v2.github.io/) NOTE:Models autodownload to ComfyUI/models/depthanything from [a/https://huggingface.co/Kijai/DepthAnythingV2-safetensors/tree/main](https://huggingface.co/Kijai/DepthAnythingV2-safetensors/tree/main)
This is a custom node that lets you use Convolutional Reconstruction Models right from ComfyUI. [a/CRM](https://ml.cs.tsinghua.edu.cn/~zhengyi/CRM/) is a high-fidelity feed-forward single image-to-3D generative model.
Separate audio track into stems (vocals, bass, drums, other). Along with tools to recombine, tempo match, slice/crop audio.
ComfyUI MuseV
Nodes: Image Remove Background (rembg)
Nodes: Style Prompt, OAI Dall_e Image. Plush contains two OpenAI enabled nodes: Style Prompt: Takes your prompt and the art style you specify and generates a prompt from ChatGPT3 or 4 that Stable Diffusion can use to generate an image in that style. OAI Dall_e 3: Takes your prompt and parameters and produces a Dall_e3 image in ComfyUI.
Unofficial implementation of [a/UltraEdit](https://github.com/HaozheZhao/UltraEdit) (Diffusers) for ComfyUI
This extension enables the use of the diffuser pipeline in ComfyUI.
A collections of nodes to support GLSL shaders inside a workflow.
Upscaling stable diffusion latents using a small neural network.
Nodes:HDR Effects (SuperBeasts.AI). This repository contains custom nodes for ComfyUI created and used by SuperBeasts.AI (@SuperBeasts.AI on Instagram)
ComfyUI wrapper nodes to use the Diffusers implementation of BrushNet
Nodes:LCMScheduler, SamplerLCMAlternative, SamplerLCMCycle. ComfyUI Custom Sampler nodes that add a new improved LCM sampler functions
An extension to ComfyUI that introduces logic nodes and conditional rendering capabilities.
You can using [a/EchoMimic](https://github.com/BadToBest/EchoMimic/tree/main) in comfyui,whitch Lifelike Audio-Driven Portrait Animations through Editable Landmark Conditioning
Better Dynamic, Higher Resolution, and Stronger Coherence!
Nodes: ImagesConcat, LoadImageFromUrl, AV_UploadImage
openAI suite, String suite, Latent Tools, Image Tools: These custom nodes provide expanded functionality for image and string processing, latent processing, as well as the ability to interface with models such as ChatGPT/DallE-2. NOTE: Currently, this extension does not support the new OpenAI API, leading to compatibility issues.
Better user experience plugin for ComfyUI.
Face Detailer is a custom node for the 'ComfyUI' framework inspired by !After Detailer extension from auto1111, it allows you to detect faces using Mediapipe and YOLOv8n to create masks for the detected faces.
A set of custom ComfyUI nodes for performing basic post-processing effects including Film Grain and Vignette. These effects can help to take the edge off AI imagery and make them feel more natural.
This is a simple implementation StreamDiffusion(A Pipeline-Level Solution for Real-Time Interactive Generation) for ComfyUI
Creating subgraph and Calling subgraphs.
sdBxb, a tool that converts ComfyUI workflows into WeChat Mini Program, Douyin Mini Program, and H5 with one click, and supports payments.
DynamiCrafter that works natively with ComfyUI's nodes, optimizations, ControlNet, and more.
ComfyUI wrapper nodes to use the Diffusers implementation of ELLA
This project is a fork of [a/https://github.com/Extraltodeus/LoadLoraWithTags](https://github.com/Extraltodeus/LoadLoraWithTags) The aim of these custom nodes is to get an easy access to the tags used to trigger a lora.
Nodes to use Florence2 VLM for image vision tasks: object detection, captioning, segmentation and ocr
Janky experimental attempt at implementing [a/HiDiffusion](https://github.com/megvii-research/HiDiffusion) for ComfyUI.
A simple local text generator for ComfyUI utilizing [a/ExLlamaV2](https://github.com/turboderp/exllamav2). [w/NOTE:Manual package installation is required.]
This custom node provides advanced settings for FreeU.
Nodes: ExLlama Loader, ExLlama Generator. Used to load 4-bit GPTQ Llama/2 models. You can find a lot of them over at [a/https://huggingface.co/TheBloke](https://huggingface.co/TheBloke)[w/NOTE: You need to manually install a pip package that suits your system. For example. If your system is 'Python3.10 + Windows + CUDA 11.8' then you need to install 'exllama-0.0.17+cu118-cp310-cp310-win_amd64.whl'. Available package files are [a/here](https://github.com/jllllll/exllama/releases)]
ComfyUI implementation for [a/TCD](https://github.com/jabir-zheng/TCD).
[a/BizyAir](https://github.com/siliconflow/BizyAir) Comfy Nodes that can run in any environment.
Nodes:Ood_hd_CXH, Ood_hd_CXH. [a/OOTDiffusion](https://github.com/levihsu/OOTDiffusion)
My Workflows + Auxiliary nodes for Stable Video Diffusion (SVD)
The main node makes your conditioning go towards similar concepts so to enrich your composition or further away so to make it more precise. It gathers similar pre-cond vectors for as long as the cosine similarity score diminishes. If it climbs back it stops. This allows to set a relative direction to similar concepts. There are examples at the end but [a/you can also check this imgur album](https://imgur.com/a/WvPd81Y) which demonstrates the capability of improving variety.
Random nodes for ComfyUI I made to solve my struggle with ComfyUI (ex: pipe, process). Have varying quality.
The official ComfyUI version of facechain greatly improves the speed of reasoning and has great custom process controls.
A StoryDiffusion node for ComfyUI.
[a/DenseDiffusion](https://github.com/naver-ai/DenseDiffusion) custom node for ComfyUI.
ComfyUI nodes to use [a/FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing](https://github.com/yrcong/flatten).
Load mp3 files and use the audio nodes to power animations and prompt scheduling. Use with FizzNodes.
This extension contains a set of custom nodes for ComfyUI that allow you to use Core ML models in your ComfyUI workflows. The models can be obtained here, or you can convert your own models using coremltools. The main motivation behind using Core ML models in ComfyUI is to allow you to utilize the ANE (Apple Neural Engine) on Apple Silicon (M1/M2) machines to improve performance.
Train Image Loras on both sd1.5 and SDXL. This repo git clones the pieces needed to train. It pops open a second terminal window do do the training. It will also display the inference samples in the node itself so you can track the results.
Image and matte filtering nodes for ComfyUI `image/filters/*`
Adds a feature to ComfyUI that lets you nest nodes under a new node for better organization and simplification of repetitive patterns in workflows.
ComfyUI Open Sora NOTE:only supports Linux now
[Original] In the field of portrait video generation, the use of single images to generate portrait videos has become increasingly prevalent. A common approach involves leveraging generative models to enhance adapters for controlled generation. However, control signals can vary in strength, including text, audio, image reference, pose, depth map, etc. Among these, weaker conditions often struggle to be effective due to interference from stronger conditions, posing a challenge in balancing these conditions. In our work on portrait video generation, we identified audio signals as particularly weak, often overshadowed by stronger signals such as pose and original image. However, direct training with weak signals often leads to difficulties in convergence. To address this, we propose V-Express, a simple method that balances different control signals through a series of progressive drop operations. Our method gradually enables effective control by weak conditions, thereby achieving generation capabilities that simultaneously take into account pose, input image, and audio. NOTE: You need to downdload [a/model_ckpts](https://huggingface.co/tk93/V-Express/tree/main) manually.
Use llama.cpp to help generate some nodes for prompt word related work
Nodes:Text_Image_Zho, Text_Image_Multiline_Zho, RGB_Image_Zho, AlphaChanelAddByMask, ImageComposite_Zho, ...
This extension provides various utility nodes. Inputs(prompt, styles, dynamic, merger, ...), Outputs(style pile), Dashboard(selectors, loader, switch, ...), Networks(LORA, Embedding, Hypernetwork), Visuals(visual selectors, )
Nodes: CivitAI_Loaders. Load Checkpoints, and LORA models directly from CivitAI API.
Nodes: Prompt With Style, Prompt With SDXL, Resize Image for SDXL, Save Image With Prompt Data, HaldCLUT, Empty Latent Ratio Select/Custom SDXL
This is a plugin for displaying documentation for each comfyui node.
Nodes: Checkpoint Loader with Name, Save Prompt Info, Outpaint to Image, CLIP Positive-Negative, SDXL Quick Empty Latent, Empty Latent by Ratio, Time String, SDXL Steps, SDXL Resolutions ...
Easy prompting for generation of endless random art pieces and photographs!
This is a diffusers (0.27.2) wrapper node for Geowizard: [https://github.com/fuxiao0719/GeoWizard]. The model is autodownloaded from Hugginface to ComfyUI/models/diffusers/geowizard
ComfyUI nodes based on the paper [a/FABRIC: Personalizing Diffusion Models with Iterative Feedback](https://arxiv.org/abs/2307.10159) (Feedback via Attention-Based Reference Image Conditioning)
Nodes: BilboX's PromptGeek Photo Prompt. This provides a convenient way to compose photorealistic prompts into ComfyUI.
Node to use [a/DDColor](https://github.com/piddnad/DDColor) in ComfyUI.
ComfyUI implementation of [a/Aura-SR](https://github.com/fal-ai/aura-sr)
Node for generating almost seamless textures, based on similar setting from A1111.
Moondream image to text query node with batch support
The Demofusion Custom Node is a wrapper that adapts the work and implementation of the [a/DemoFusion](https://ruoyidu.github.io/demofusion/demofusion.html) technique created and implemented by Ruoyi Du to the Comfyui environment.
Unofficial ComfyUI implementation of [a/RAVE](https://rave-video.github.io/)
A ComfyUI extension for chatting with your images. Runs on your own system, no external services used, no filter. Uses the [a/LLaVA multimodal LLM](https://llava-vl.github.io/) so you can give instructions or ask questions in natural language. It's maybe as smart as GPT3.5, and it can see.
ComfyUI nodes to facilitate parameter/prompt keyframing using comfyui nodes for defining and manipulating parameter curves. Essentially provides a ComfyUI interface to the [a/keyframed](https://github.com/dmarx/keyframed) library.
Nodes: Download the weights of MotionCtrl-SVD [a/motionctrl_svd.ckpt](https://huggingface.co/TencentARC/MotionCtrl/blob/main/motionctrl_svd.ckpt) and put it to ComfyUI/models/checkpoints
Unofficial ComfyUI nodes for restart sampling based on the paper 'Restart Sampling for Improving Generative Processes' ([a/paper](https://arxiv.org/abs/2306.14878), [a/repo](https://github.com/Newbeeer/diffusion_restart_sampling))
Custom nodes for using [a/Tripo](https://www.tripo3d.ai/) in ComfyUI to create 3D from text and image prompts.
a comfyui custom node for [a/MimicBrush](https://github.com/ali-vilab/MimicBrush),then inpainting with reference image.
ComfyUI Custom Sampler nodes that implement Zheng et al.'s Trajectory Consistency Distillation based on [a/https://mhh0318.github.io/tcd](https://mhh0318.github.io/tcd)
Tara is a powerful node for ComfyUI that integrates Large Language Models (LLMs) to enhance and automate workflow processes. With Tara, you can create complex, intelligent workflows that refine and generate content, manage API keys, and seamlessly integrate various LLMs into your projects.
The easiest way to run & share any ComfyUI workflow [a/https://comfyrun.com](https://comfyrun.com)
A set of nodes including a universal bus, an Inpainting By Mask and a large Upscaler/Refiner [AnyBus,McInpainty,McBoaty]
a wrap-up of ComfyUI nodes for converting pixels to raster, sent out to [a/Vtracer](https://github.com/visioncortex/vtracer)!
Nodes:Music Gen, Audio Play, Stable Audio
Proper implementation of ImageMagick - the famous software suite for editing and manipulating digital images to ComfyUI using [a/wandpy](https://github.com/emcconville/wand). NOTE: You need to install ImageMagick, manually.
the comfyui custom node of [a/V-Express](https://github.com/tencent-ailab/V-Express) to make audio driven videos!
This extension offers various nodes that are useful for Deforum-like animations in ComfyUI.
Unofficial implementation of [a/SegMoE: Segmind Mixture of Diffusion Experts](https://github.com/segmind/segmoe) for ComfyUI
Nodes:Word Cloud, Load Text File
a comfyui custom node for [a/CosyVoice](https://github.com/FunAudioLLM/CosyVoice)
This custom node for ComfyUI allows you to inject specific prompts at specific blocks of the Stable Diffusion UNet, providing fine-grained control over the generated image. It is based on the concept that the content/subject understanding of the model is primarily contained within the MID0 and MID1 blocks, as demonstrated in the B-Lora (Content Style implicit separation) paper. Features. Inject different prompts into specific UNet blocks Three different node variations for flexible workflow integration Customize the learning rate of specific blocks to focus on content, lighting, style, or other aspects Potential for developing a 'Mix of Experts' approach by swapping blocks on-the-fly based on prompt content
Nodes: Latent Diffusion Mega Modifier. ComfyUI nodes which modify the latent during the diffusion process. (Sharpness, Tonemap, Rescale, Extra Noise)
This extension provides a ComfyUI Custom Node implementation of the [a/Depth-Anything-Tensorrt](https://github.com/spacewalk01/depth-anything-tensorrt) in Python for ultra fast depth map generation
Custom AI prompt generator node for ComfyUI.
This repo creates a series of nodes that enable you to utilize the [a/Griptape Python Framework](https://github.com/griptape-ai/griptape/) with ComfyUI, integrating AI into your workflow. This repo creates a series of nodes that enable you to utilize the Griptape Python Framework with ComfyUI, integrating AI into your workflow.
These custom nodes provide a variety of customized prompt stylers based on [a/twri/SDXL Prompt Styler](https://github.com/twri/sdxl_prompt_styler).
Unofficial implementation of [a/DepthFM](https://github.com/CompVis/depth-fm) for ComfyUI
Implements iteration over sequences within a single workflow run. [w/NOTE: This node replaces the execution of ComfyUI for iterative processing functionality.]
This is a project that generates videos frame by frame based on IPAdapter+ControlNet. Unlike [a/Steerable-motion](https://github.com/banodoco/Steerable-Motion), we do not rely on AnimateDiff. This decision is primarily due to the fact that the videos generated by AnimateDiff are often blurry. Through frame-by-frame control using IPAdapter+ControlNet, we can produce higher definition and more controllable videos.
A set of community node including a universal bus and a large Upscaler/Refiner
Nodes:YouTube Video Loader. Custom ComfyUI Nodes for video generation
This is a set of custom nodes for ComfyUI. The nodes utilize the [a/face parsing model](https://huggingface.co/jonathandinu/face-parsing) to provide detailed segmantation of face. To improve face segmantation accuracy, [a/yolov8 face model](https://huggingface.co/Bingsu/adetailer/) is used to first extract face from an image. There are also auxiliary nodes for image and mask processing. A guided filter is also provided for skin smoothing.
Jerry Davos Custom Nodes for Saving Latents in Directory (BatchLatentSave) , Importing Latent from directory (BatchLatentLoadFromDir) , List to string, string to list, get any file list from directory which give filepath, filename, move any files from any directory to any other directory, VHS Video combine file mover, rebatch list of strings, batch image load from any dir, load image batch from any directory and other custom nodes.
Tell your dream and it interprets it and puts you inside your dream
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. Our mission is to seamlessly connect people and organizations with the world’s foremost AI innovations, anywhere, anytime. Our vision is to foster a flourishing AI ecosystem where the world’s best developers can build and share their work, thereby redefining how software is made, pushing innovation forward, and ensuring as many people as possible can benefit from the positive promise of AI technologies. We believe that ComfyUI is a powerful tool that can help us achieve our mission and vision, by enabling anyone to explore the possibilities and limitations of AI models in a visual and interactive way, without coding if desired. We hope that by sharing our nodes and workflows, we can inspire and empower more people to create amazing AI-powered content with ComfyUI.
DragAnything
the custom code for [a/UVR5](https://github.com/Anjok07/ultimatevocalremovergui) to separate vocals and background music
A set of useful nodes for convenient use of ComfyUI, including: Seed randomization before the generation process starts, with saving of the last used values and the ability to automatically interrupt the current generation; A function to pause the generation process; Slider nodes for convenient control of input parameters; An alternative version of the standard Reroute node.
Dressup your models! This is my quick implementation of the SAL-VTON node for ComfyUI. Based on the paper [a/Keyu Y. Tingwei G. et al. (2023). Linking Garment with Person via Semantically Associated Landmakrs for Virtual Try-On](https://openaccess.thecvf.com/content/CVPR2023/papers/Yan_Linking_Garment_With_Person_via_Semantically_Associated_Landmarks_for_Virtual_CVPR_2023_paper.pdf)
A LaMa preprocessor for ComfyUi
This is a completely different set of nodes than Comfy's own KSampler series. This set of nodes is based on Diffusers, which makes it easier to import models, apply prompts with weights, inpaint, reference only, controlnet, etc.
This project implements the comfyui for long-clip, currently supporting the replacement of clip-l. For SD1.5, the SeaArtLongClip module can be used to replace the original clip in the model, expanding the token length from 77 to 248.
This custom node provides various tools for resizing images. The goal is resizing without distorting proportions, yet without having to perform any calculations with the size of the original image. If a mask is present, it is resized and modified along with the image.
Dynamic prompt expansion, powered by GPT-2 locally on your device.
A variety of custom nodes to enhance ComfyUI for a buttery smooth experience.
Extended Save node for ComfyUI
A node helps with image tagging and caption based on Florence-2-base-PromptGen model.
ComfyUI nodes for the roop A1111 webui script.
Using Qwen-2 in ComfyUI
Provides Math Nodes for ComfyUI. Boolean Logic, Integer Arithmetic, Floating Point Arithmetic and Functions, Vec2, Vec3, and Vec4 Arithmetic and Functions
A custom node for ComfyUI, which can select one or some of images from a batch.
The Wav2Lip node is a custom node for ComfyUI that allows you to perform lip-syncing on videos using the Wav2Lip model. It takes an input video and an audio file and generates a lip-synced output video.
Nodes: Pixel Sort, Swap Color Mode, Solid Color, Glitch This, Add Text To Image, Play Sound, Prettify Prompt, Generate Noise, Flatten Colors
Edit images in the Photopea editor directly within ComfyUI.
Nodes: SamplerCustomNoise, SamplerCustomNoiseDuo, SamplerCustomModelMixtureDuo, SamplerRES_Momentumized, SamplerDPMPP_DualSDE_Momentumized, SamplerCLYB_4M_SDE_Momentumized, SamplerTTM, SamplerLCMCustom This extension provides various custom samplers not offered by the default nodes in ComfyUI.
Load and apply B-LoRA models, currently B-LoRA models only works with SDXL (sdxl_base_1.0).
Run [a/Replicate models](https://replicate.com/explore) in ComfyUI.
A node suite for ComfyUI that allows you to load image sequence and generate new image sequence with different styles or content.
A very simple ComfyUI node to remove item with mask.
🤗🤗🤗Comfyui Universal Translation Plugin (no longer requires adding various nodes, directly add translation function on the existing nodes), allowing Comfyui to support Chinese input and automatic translation for any long text input box, while adding error translation function (calling Baidu Translate), achieving translation freedom!
Enhancing Image Restoration. (ref:[a/InstructIR](https://github.com/mv-lab/InstructIR))
Capture window content from other programs, easyway combined with LCM for real-time painting
Nodes:Tiled KSampler, Asymmetric Tiled KSampler, Circular VAEDecode.
Nodes: KSampler With Refiner (Fooocus). The KSampler from [a/Fooocus](https://github.com/lllyasviel/Fooocus) as a ComfyUI node [w/NOTE: This patches basic ComfyUI behaviour - don't use together with other samplers. Or perhaps do? Other samplers might profit from those changes ... ymmv.]
Input your desired output final resolution, it will automaticaly set the initial recommended SDXL ratio/size and its Upscale Factor to reach that output final resolution, also there's an option for 2x/4x reverse Upscale Factor. These all to avoid using bad/arbitary initial ratio/resolution.
Character face swap with LoRA and embeddings.
This is the ComfyUI port of the joint research between me and TimothyAlexisVass. For more information, check out the original [a/Extension](https://github.com/Haoming02/sd-webui-diffusion-cg) for Automatic1111.
A ComfyUI node to automatically extract masks for body regions and clothing/fashion items. Made with 💚 by the CozyMantis squad.
BMAB for ComfyUI [w/comfyui-bmab is changed to comfyui_bmab. Remove 'custom_nodes/comyui-bmab' in your directory and then reinstall this.]
This extension currently has two sets of nodes - one set for editing the contrast/color of images and another set for saving images as 16 bit PNG files.
A version of ComfyUI-to-Python-Extension that works as a custom node. Adds a button in the UI that saves the current workflow as a Python file, a CLI for converting workflows, and slightly better custom node support.
The SuperPrompter node is a ComfyUI node that uses the SuperPrompt-v1 model from Hugging Face to generate text based on a given prompt. It provides various parameters to control the text generation process.
Transcribe audio and add subtitles to videos using Whisper in ComfyUI
Fast and accurate monocular depth estimation.
Power Noise Suite contains nodes centered around latent noise input, and diffusion, as well as latent adjustments.
ComfyUI node for fast neural style transfer. This is a simple conversion based on this: [a/https://github.com/rrmina/fast-neural-style-pytorch](https://github.com/rrmina/fast-neural-style-pytorch) Only basic inference functionality is ported for now.
Node to use APISR upscale models in ComfyUI
ComfyUI custom node for Attention Couple
Node to use [a/APISR](https://github.com/Kiteretsu77/APISR) upscale models in ComfyUI.[w/NOTE: repo name is changed from ComfyUI-APISR -> ComfyUI-APISR-KJ]
Provide utilities for batch based video generation workflows (s.a. AnimateDiff and Stable Video Diffusion).
Generate OpenPose face/body reference poses in ComfyUI with ease. Made with 💚 by the CozyMantis squad.
Nodes: Plasma Noise, Random Noise, Greyscale Noise, Pink Noise, Brown Noise, Plasma KSampler
a collection of nodes to explore Vector and image manipulation
Photoshop type functions and adjustment layers: 30 blend modes, Selective Color, Blend If, Color Balance, Solid Color Images, Black and White, Hue/Saturation, Levels, and RGB Splitting and Merging.
QR generation within ComfyUI. Contains nodes suitable for workflows from generating basic QR images to techniques with advanced QR masking.
ComfyUI node of [a/Kohaku's DanTagGen Demo](https://huggingface.co/KBlueLeaf/DanTagGen?not-for-all-audiences=true).
Merge two checkpoint models by dare ties [a/(https://github.com/yule-BUAA/MergeLM)](https://github.com/yule-BUAA/MergeLM), sort of.
ComfyUI LayerDivider is custom nodes that generating layered psd files inside ComfyUI[w/Please follow readme and run install_windows_portable_win_py311_cu121 for ComfyUI embedded python.]
This is simplified implementation of the [a/DiffusionLight](https://github.com/DiffusionLight/DiffusionLight) method of creating light probes. You will need the included LoRA, place it in ComfyUI/loras folder like usual, it's converted from the original diffusers one.
ComfyUI reference implementation for [a/T-GATE](https://github.com/HaozheLiu-ST/T-GATE).
The LLM_Node enhances ComfyUI by integrating advanced language model capabilities, enabling a wide range of NLP tasks such as text generation, content summarization, question answering, and more. This flexibility is powered by various transformer model architectures from the transformers library, allowing for the deployment of models like T5, GPT-2, and others based on your project's needs.
SegFormer model fine-tuned on ATR dataset for clothes segmentation but can also be used for human segmentation! Download the weight and put it under checkpoints: [a/https://huggingface.co/mattmdjaga/segformer_b2_clothes](https://huggingface.co/mattmdjaga/segformer_b2_clothes)
These custom nodes provides a feature to insert arbitrary inputs through wildcards in the prompt. Additionally, this tool provides features that help simplify workflows, such as VAELoaderDecoder and SimplerSample.
ComfyUI extension that adds undo (and redo) functionality.
This custom node is based on the [a/rembg-comfyui-node](https://github.com/Jcd1230/rembg-comfyui-node) but provides additional functionality to select ONNX models.
LowVRAM Animation : txt2video - img2video - video2video , Frame by Frame, compatible with LowVRAM GPUs Included : Prompt Switch, Checkpoint Switch, Cache, Number Count by Frame, Ksampler txt2img & img2img ...
ComfyUI node for [a/Open-Sora-Plan](https://github.com/PKU-YuanGroup/Open-Sora-Plan)
This is an ComfyUI implementation of LightGlue to generate motion brush
Works with any Depth Map and visualizes the applied version it inside ComfyUI
[a/https://huggingface.co/microsoft/Florence-2-large-ft](https://huggingface.co/microsoft/Florence-2-large-ft) Large or base model, support for captioning and bbox task modes, more coming soon.
implementation of [a/AniPortrait](https://github.com/Zejun-Yang/AniPortrait) generating of videos, includes self driven, face reenacment and audio driven with a reference image
Shows Lora information from CivitAI and outputs trigger words and example prompt
These custom nodes provide a rotation aware face extraction, paste back, and various face related masking options.
A simple password to protect ComfyUI.
A ComfyUI custom node to read LoRA tag(s) from text and load it into checkpoint model.
This extension offers various audio generation tools
This custom node offers the following functionalities: API support for setting up API requests, computer vision primarily for masking or collages, and general utility to streamline workflow setup or implement essential missing features.
A few nodes to mix sigmas and a custom scheduler that uses phi, then one using eval() to be able to schedule with custom formulas.
Execution Time Analysis, Reroute Enhancement, Node collection for developers.
[a/Clarity AI](https://clarityai.cc) is a creative image enhancer and is able to upscale to high resolution. [w/NOTE: This is a Magnific AI alternative for ComfyUI.] Create an API key on [a/ClarityAI.cc/api](https://clarityai.cc/api) and add to environment variable 'CAI_API_KEY' Alternatively you can write your API key to file 'cai_platform_key.txt' You can also use and/or override the above by entering your API key in the 'api_key_override' field of the node.
make [a/DiffSynth-Studio](https://github.com/modelscope/DiffSynth-Studio) available in ComfyUI
Unofficial implementation of [a/PixArt-alpha-Diffusers](https://github.com/PixArt-alpha/PixArt-alpha) for ComfyUI
This extension provides image generation features based on Fooocus.
Nodes:Stability SD3, Stability Outpainting, Stability Search and Replace, Stability Image Core, Stability Inpainting, Stability Remove Background, Stability Creative Upscale. Add API key to environment variable 'SAI_API_KEY' Alternatively you can write your API key to file 'sai_platform_key.txt' You can also use and/or override the above by entering your API key in the 'api_key_override' field of each node.
A ComfyUI implementation of Facebook Meta's [a/AITemplate](https://github.com/facebookincubator/AITemplate) repo for faster inference using cpp/cuda. This new repo is behind the old version but is a much more stable foundation to keep AIT online. Please be patient as the repo will eventually include the same features as before. NOTE: You can find the old AIT extension in the legacy channel.
A set of custom nodes for various purposed, maintained by Eden.art
ComfyUI-EasyAnimate
Instantly replace your image's background.
Nodes: DeepFloyd, Filter, Select, Save, Decode, Encode, Repeat, Noise, Noise
Nodes:LoadLoraWithTags. Save/Load trigger words for loras from a json and auto fetch them on civitai if they are missing.
Batched Runge-Kutta Samplers for ComfyUI
Calculate the execution time of all nodes.
Nodes: Base64Image Input Node, Base64Image Output Node. [a/A8R8](https://github.com/ramyma/a8r8) supporting nodes to integrate with ComfyUI
This project provides a Tensorrt implementation for fast image upscaling inside ComfyUI (3-4x faster)
A prompt helper. Use templates from [a/https://prompter.fofr.ai](https://prompter.fofr.ai) in ComfyUI.
Allows to sample without generating any uncond with Stable Diffusion!
Modularized version of Disco Diffusion for use with ComfyUI.
Nodes: LamaaModelLoad, LamaApply, YamlConfigLoader. a costumer node is realized to remove anything/inpainting anything from a picture by mask inpainting.[w/WARN:This extension includes the entire model, which can result in a very long initial installation time, and there may be some compatibility issues with older dependencies and ComfyUI.]
This repository provides integration of GPT-4 and Claude 3 models into ComfyUI, allowing for both image and text-based interactions within the ComfyUI workflow.
ComfyUI Instaswap Node
This extension adds nodes that allow you to easily serve your workflow (for example using a discord bot)
Nodes: Various nodes to handle SDXL Resolutions, SDXL Basic Settings, IP Adapter Settings, Revision Settings, SDXL Prompt Styler, Crop Image to Square, Crop Image to Target Size, Get Date-Time String, Resolution Multiply, Largest Integer, 5-to-1 Switches for Integer, Images, Latents, Conditioning, Model, VAE, ControlNet
The LoRA Caption custom nodes, just like their name suggests, allow you to caption images so they are ready for LoRA training.
Moondream is a lightweight multimodal large language model. [w/WARN:Additional python code will be downloaded from huggingface and executed. You have to trust this creator if you want to use this node!]
This is an extension for ComfyUI that makes it possible to use some LLM models provided by Ollama, such as Gemma, Llava (multimodal), Llama2, Llama3 or Mistral. Speaking specifically of the LLaVa - Large Language and Vision Assistant model, although trained on a relatively small dataset, it demonstrates exceptional capabilities in understanding images and answering questions about them. This model presents similar behaviors to multimodal models such as GPT-4, even when presented with invisible images and instructions.
Nodes:Load ICLight Model,Apply ICLight,Simple Light Source,Calculate Normal Map
Provides the ability to set the temperature for both UNET and CLIP. For ComfyUI.
Nodes:TileSplit, TileMerge.
Content generation with open source models in comfyui via graq api implementation.
Nodes:Fit Size From Int/Image/Resize, Load Image And Resize To Fit, Pick Image From Batch/List, Crop Image Into Even Pieces, Image Region To Mask... A simple set of nodes for making an image fit within a bounding box
Image Manipulation Nodes
Nodes: JWInteger, JWFloat, JWString, JWImageLoadRGB, JWImageResize, ...
This is a straight clone of Azazeal04's all-in-one styler menu, which was removed from gh on Jan 21, 2024. I have made no changes to the files at all.
Play with your pet while your workflow generates!
Real-time input output node for ComfyUI by NDI. Leveraging the powerful linking capabilities of NDI, you can access NDI video stream frames and send images generated by the model to NDI video streams.
ComfyUI Img2Img-Turbo
The custom nodes of laksjdjf have been integrated into the node pack of cgem156🍌. NOTE:This includes the attention couple feature.
A ComfyUI extension that allows you to use some LLM templates provided by Ollama, such as Gemma, Llava (multimodal), Llama2, Llama3 or Mistral
A ComfyUI custom node that simply integrates the [a/animate-anyone-reproduction](https://github.com/bendanzzc/AnimateAnyone-reproduction) functionality.
Wrapper nodes for OpenDiT: [a/OpenDiT](https://github.com/NUS-HPC-AI-Lab/OpenDiT/), supports Open-Sora t2i and i2i
Nodes:img2txt BLIP/Llava Multimodel Tagger
Use RetinaFace to detect and automatically crop faces.
Add Image Save nodes for TIFF 16 bit and EXR 32 bit formats. Probably only useful if you're applying a LUT or other color corrections, and care about preserving as much color accuracy as possible.
It provides the capability to generate CLIP from an image input, unlike unCLIP, which works in all models. (To use this extension, you need to download the required model file from **Install Models**)
popup preview for comfyui
Attempts to implement [a/CADS](https://arxiv.org/abs/2310.17347) for ComfyUI. Credit also to the [a/A1111 implementation](https://github.com/v0xie/sd-webui-cads/tree/main) that I used as a reference.
model merging nodes powered by sd-mecha, a memory efficient state dict recipe merger.
A HiDiffusion node for ComfyUI.
The best way to run, share, & discover thousands of ComfyUI workflows.
You can apply makeup to the characters in comfyui
Port of [a/https://github.com/huchenlei/sd-webui-openpose-editor](https://github.com/huchenlei/sd-webui-openpose-editor) in ComfyUI
Nodes: Base64 To Image, Image To Base64, Load Image To Base64.
Nodes: MS kosmos-2 Interrogator, Save Image w/o Metadata, Image Scale Bounding Box. An implementation of Microsoft [a/kosmos-2](https://huggingface.co/microsoft/kosmos-2-patch14-224) image to text transformer.
The ComfyUI Text Overlay Plugin provides functionalities for superimposing text on images. Users can select different font types, set text size, choose color, and adjust the text's position on the image.
Fixed AttentionCouple/NegPip(negative weights in prompts), more CFG++ samplers, etc.
Nodes: Runtime44Upscaler, Runtime44ColorMatch, Runtime44DynamicKSampler, Runtime44ImageOverlay, Runtime44ImageResizer, Runtime44ImageToNoise, Runtime44MaskSampler, Runtime44TiledMaskSampler, Runtime44IterativeUpscaleFactor, Runtime44ImageEnhance, Runtime44FilmGrain
Save a picture as Webp file in Comfy + Workflow loading
Allows you to save images with their generation metadata compatible with Civitai. Works with png, jpeg and webp. Stores LoRAs, models and embeddings hashes for resource recognition.
a custom comfyui node for [a/coqui-ai/TTS](https://github.com/coqui-ai/TTS.git)'s xtts module! support 17 languages voice cloning and tts
This extension provides tools to iterate generation results between runs. In general, it's for cycles.
With this quality of life extension, you can save your workflow with a specific name and include additional details such as the author, a description, and the version (in metadata/json). Important: When you share your workflow (via png/json), others will be able to see your information!
This tool will turn entire workflows or parts of them into single integrated nodes. In a way, it is similar to the Node Templates functionality but hides the inner structure. This is useful if all you want is to reuse and quickly configure a bunch of nodes without caring how they are interconnected.
You can use anydoor, change clothes or object...
A janky implementation of Sonar sampling (momentum-based sampling) for ComfyUI.
Nodes:Integer Multiplier, Float Multiplier, Convert Numeral to String, Create Canvas Advanced, Create Canvas, Create PNG Mask, Color Mask to HEX String, Color Mask to INT RGB, Color Masks to List
ComfyUI node that pixelizes images.
Better TAESD previews, BlehHyperTile.
Nodes:Loader, Prompts, ImageTool, Wildcards, LoadEmbedding, ConditionText, SaveImages, ...
Visualize your textures inside ComfyUI
Nodes: Save Text File, Download Image from URL, Groq LLM API, Generate Negative Prompt (experimental)
This is an Extension for ComfyUI, which allows you to increase or decrease the amount of details generated during the Stable Diffusion pipeline.
Nodes:Openpose Editor Plus
This is an Extension for ComfyUI, which helps formatting texts.
a ComfyUI plugin for previewing latents without vae decoding. Useful for showing intermediate results and can be used a faster 'preview image' if you don't wan't to use vae decode.
Adds a configurable folder watcher that auto-converts Comfy metadata into a Civitai-friendly format for automatic resource tagging when you upload images. Oh, and it makes your UI awesome, too. 💜
A collection of nodes which can be useful for animation in ComfyUI. The main focus of this extension is implementing a mechanism called loopchain. A loopchain in this case is the chain of nodes only executed repeatly in the workflow. If a node chain contains a loop node from this extension, it will become a loop chain.
Apply screentone to line drawings or colored illustrations with diffusion models.
This extension allows users to load styles from a CSV file, primarily for migration purposes from the automatic1111 Stable Diffusion web UI.
Directly upscaling inside the latent space. Model was trained for SD1.5 and drawn content. Might add new architectures or update models at some point. This took heavy inspriration from [city96/SD-Latent-Upscaler](https://github.com/city96/SD-Latent-Upscaler) and [Ttl/ComfyUi_NNLatentUpscale](https://github.com/Ttl/ComfyUi_NNLatentUpscale).
python and web UX improvements for ComfyUI: Lora/Embedding picker, web extension manager (enable/disable any extension without disabling python nodes), control any parameter with text prompts, image and video viewer, metadata viewer, token counter, comments in prompts, font control, and more! [w/'ImageFeed.js' from the custom scripts of pythongosssss is not compatible with this suite's ImageDrawer feature. Additionally, 'DynamicPrompts.js' and 'EditAttention.js' from the core, along with 'favicon.js' from the custom scripts of pythongosssss, are incompatible with advanced features of the suite. Please use the JNodes Extension Management setting in Settings > JNodes > Extension Management to disable these extensions by unchecking them to use the full functionality of the suite.]
This repository hosts a Text-to-Speech (TTS) application that leverages Whisper Speech for voice synthesis, allowing users to train a voice model on-the-fly. It is built on ComfyUI and supports rapid training and inference processes.
Nodes:SDXL Empty Latent Image. An extension node for ComfyUI that allows you to select a resolution from the pre-defined json files and output a Latent Image.
This is an extension node for ComfyUI that allows you to load frames from a video in bulk and perform masking and sketching on each frame through a GUI.
This custom node for ComfyUI allows you to create layers of an image based on input masks and save them into a PSD file.
Upgrade the Save File node: customize subfolders, file names with checkpoint names, or any sampler attribute your want! [w/NOTE: This node is a fork from @thedyze, since the [a/original repository](https://github.com/thedyze/save-image-extended-comfyui) is no longer maintained. Simply *uninstall* the original version and **REINSTALL** this one.]
Nodes:Noodle webcam is a node that records frames and send them to your favourite node.
Nodes:FaceSwapNode. Very basic custom node to enable face swapping in ComfyUI. (roop)
Nodes for fine-tuning lora in ComfyUI, dependent on training tools such as kohya-ss/sd-scripts
Tired of forgetting and misspelling often weird names of embeddings you use? Or perhaps you use only one, cause you forgot you have tens of them installed?
Nodes: Range(Step), Range(Num Steps), List Length, Image Overlay, Stack Images, Empty Images, Join Image Lists, Join Float Lists. This extension provides various list manipulation nodes
Custom ComfyUI Nodes for interacting with [a/Ollama](https://ollama.com/) using the [a/ollama python client](https://github.com/ollama/ollama-python). Meanwhile it will provide better prompt descriptor for stable diffusion.
This is a set of nodes to interact with llama-cpp-python
!!Another custom node about Photoshop!! PPP means interoP with your PhotoshoP. You can get or send layers from/to your Photoshop. This custom node is easier to use.
Manage models: browsing, download and delete.
Nodes:OpenAI DALLe3, OpenAI Translate to English, String Function, Seed Generator
Prompt Info
This is a hierarchical auxiliary project of the IPAdapter project, which uses a slider to quickly control the hierarchical weights and add fully random and semi random modes
Yet Another Node Collection. Adds some useful nodes, check out the GitHub page for more details.
a comfyui custom node for [a/UniAnimate](https://github.com/ali-vilab/UniAnimate)
Nodes:Conditioning (Blend), Inpainting VAE Encode (WAS), VividSharpen. Experimental nodes, or other random extra helper nodes.
This extension is a reimagined version based on the [a/ComfyUI-QualityOfLifeSuit_Omar92](https://github.com/omar92/ComfyUI-QualityOfLifeSuit_Omar92) extension, and it supports integration with ChatGPT through the new OpenAI API. NOTE: See detailed installation instructions on the [a/repository](https://github.com/vienteck/ComfyUI-Chat-GPT-Integration).
Comfy-Topaz is a custom node for ComfyUI, which integrates with Topaz Photo AI to enhance (upscale, sharpen, denoise, etc.) images, allowing this traditionally asynchronous step to become a part of ComfyUI workflows. NOTE:Licensed installation of Topaz Photo AI
This is an implementation of [a/i2vgen-xl](https://github.com/ali-vilab/i2vgen-xl)
Allows native usage of ModelScope based Text To Video Models in ComfyUI
Convert Text-to-Speech inside ComfyUI using [a/Piper](https://github.com/rhasspy/piper)
This package contains three nodes to help you compute optical flow between pairs of images, usually adjacent frames in a video, visualize the flow, and apply the flow to another image of the same dimensions. Most of the code is from Deforum, so this is released under the same license (MIT).
Nodes:Image Dir Iterator, Modelscopet2v, Modelscopev2v.
This is a node group kit that covers multiple nodes such as local refinement, tag management, random prompt words, text processing, image processing, mask processing, etc
Nodes:Extract Features With Unet, Additional Features With Attention
The comfyui supported version of the [a/Magic Clothing](https://github.com/ShineChen1024/MagicClothing) project, not the diffusers version, allows direct integration with modules such as ipadapter
CLIPTextEncodeBLIP: This custom node provides a CLIP Encoder that is capable of receiving images as input.
ComfyUI_StreamingT2V
Adds KSampler custom nodes with variation seed and variation strength.
The ComfyUI Mask Bounding Box Plugin provides functionalities for selecting a specific size mask from an image. Can be combined with ClipSEG to replace any aspect of an SDXL image with an SD1.5 output.
A ComfyUI extension to apply better nodes layout algorithm to ComfyUI workflow (mostly for visualization purpose)
An experiment about combining multiple LoRAs with [a/DARE](https://arxiv.org/pdf/2311.03099.pdf)
ComfyUI-KepOpenAI is a user-friendly node that serves as an interface to the GPT-4 with Vision (GPT-4V) API. This integration facilitates the processing of images coupled with text prompts, leveraging the capabilities of the OpenAI API to generate text completions that are contextually relevant to the provided inputs.
ComfyUI-LexTools is a Python-based image processing and analysis toolkit that uses machine learning models for semantic image segmentation, image scoring, and image captioning.
Nodes:Any List, Image Accumulator Start, Image Accumulator End, Load Lines From Text File, XY Grid Helper, Slice List, Axis To String/Int/Float/Model, ...
A node that allows you to switch between execution flow
Nodes:IP_LAP Node, Video Loader, PreView Video, Combine Audio Video. the comfyui custom node of [a/IP_LAP](https://github.com/Weizhi-Zhong/IP_LAP) to make audio driven videos!
This is an ComfyUI implementation of RAFT to generate motion brush
Image scoring nodes for ComfyUI using PickScore with a batch of images to predict which ones fit a given prompt the best.
Nodes: CalculateAestheticScore, LoadAesteticModel, AesthetlcScoreSorter, ScoreToNumber
GLM4 Vision Integration
These nodes will be placed in comfyui/custom_nodes/aegisflow and contains the image passer (accepts an image as either wired or wirelessly, input and passes it through. Latent passer does the same for latents, and the Preprocessor chooser allows a passthrough image and 10 controlnets to be passed in AegisFlow Shima. The inputs on the Preprocessor chooser should not be renamed if you intend to accept image inputs wirelessly through UE nodes. It can be done, but the send node input regex for each controlnet preprocessor column must also be changed.
Nodes:GradientPatchModelAddDownscale (Kohya Deep Shrink).
Nodes: NoisyLatentPerlin. This allows to create latent spaces filled with perlin-based noise that can actually be used by the samplers.
A NSFW/Safety Checker Node for ComfyUI.
If you want to draw two different characters together without blending their features, so you could try to check out this custom node.
A booru API powered prompt generator for A1111 and ComfyUI with flexible tag filtering system and customizable prompt templates.
Make it possible to edit the prompt using the Monaco Editor, an editor implementation used in VSCode. NOTE: This extension supports both ComfyUI and A1111 simultaneously.
Nodes:BreakFrames, GetKeyFrames, MakeGrid.
Nodes: ModelMergeByPreset. Merge checkpoint models by preset
a comfyui cuatom node for audio subtitling based on [a/whisperX](https://github.com/m-bain/whisperX.git) and [a/translators](https://github.com/UlionTse/translators)
Extensions/Patches: Enables linking float and integer inputs and ouputs. Values are automatically cast to the correct type and clamped to the correct range. Works with both builtin and custom nodes.[w/NOTE: This repo patches ComfyUI's validate_inputs and map_node_over_list functions while running. May break depending on your version of ComfyUI. Can be deactivated in config.yaml.]Nodes: A collection of nodes for facilitating the generation of XY plots. Capable of plotting changes over most primitive values.
A small set of nodes I created for various numerical and text inputs. Features image saver with ability to have JSON saved to separate folder, parameter collection nodes, two aesthetic scoring models, switches for text and numbers, and conversion of string to numeric and vice versa.
This project converts raster images into SVG format using the [a/VTracer](https://github.com/visioncortex/vtracer) library. It's a handy tool for designers and developers who need to work with vector graphics programmatically.
'🔢 Prompt Combinator' is a node that generates all possible combinations of prompts from several lists of strings. '🔢 Prompt Combinator Merger' is a node that enables merging the output of two different '🔢 Prompt Combinator' nodes.
Nodes:MultiLora Loader, Lora Text Extractor. Provides a node for assisting in loading loras through text.
Nodes: Interpolate Poses, Interpolate Lineart, ... Custom nodes for interpolating between, well, everything in the Stable Diffusion ComfyUI.
You can call the ParlerTTS tool in comfyUI, which currently only supports English.
A text-to-speech plugin used under ComfyUI. It utilizes the Microsoft Speech TTS interface to convert text content into MP3 format audio files.
Nodes:Send Webp Image to Eagle. This is an extension node for ComfyUI that allows you to send generated images in webp format to Eagle. This extension node is a re-implementation of the Eagle linkage functions of the previous ComfyUI-send-Eagle node, focusing on the functions required for this node.
NODES: ImageRewardLoader, ImageRewardScore
Nodes: CLIP Directional Prompt Attention Encode. Direction prompt attention tries to solve the problem of contextual words (or parts of the prompt) having an effect on much later or irrelevant parts of the prompt.
Nodes: Remove Image Background (abg). A Anime Background Remover node for comfyui, based on this hf space, works same as AGB extention in automatic1111.
This node allows you to use ID_Animator, the zero shot video generation model
This extension helps generate images through NAI.
Nodes:Apply CDTuner, Apply Negapip. This extension provides the [a/CD(Color/Detail) Tuner](https://github.com/hako-mikan/sd-webui-cd-tuner) and the [a/Negative Prompt in the Prompt](https://github.com/hako-mikan/sd-webui-negpip) features.
Welcome to ComfyUI Prompt Preview, where you can visualize the styles from [sdxl_prompt_styler](https://github.com/twri/sdxl_prompt_styler).
This is a custom node of ComfyUI that categorizes tags outputted by tools like WD14Tagger, filters them by each category, and returns the filtered results.
[a/ImageReward](https://github.com/THUDM/ImageReward): Human preference learning in text-to-image generation. This is a [a/paper](https://arxiv.org/abs/2304.05977) from NeurIPS 2023
Nodes:story_sampler_simple, text2, kosmos2_sampler. I created a dataset for generating short stories [a/Short-Story](https://huggingface.co/datasets/oztrkoguz/Short-Story) and used it to fine-tune my own model using Phi-3.
Nodes:LoadFrameSequence, LoadFrame
ComfyUI-Documents is a powerful extension for ComfyUI that enhances workflows with advanced document processing capabilities. It includes nodes for loading and parsing various document types (PDF, TXT, DOC, DOCX), converting PDF pages to images, splitting PDFs into individual pages, and selecting specific images from batches. Features include text extraction, image conversion, and seamless integration with existing ComfyUI projects.
Nodes:UniformRandomFloat..., RandomShuffleInt, YieldableIterator..., LogicGate..., Add..., MergeString, MemoryNode, ...
a comfyui custom node for [a/MARS5-TTS](https://github.com/Camb-ai/MARS5-TTS)
This contains all-in-one 'principled' nodes for T2I, I2I, refining, and scaling. Additionally it has many tools for directly manipulating the color of latents, high res fix math, and scripted image post-processing.
Partial redraw sampler and variant seed sampler
Two-finger scrolling (vertical and horizontal) to pan the canvas. Two-finger pinch to zoom in and out. Command-scroll up and down to zoom in and out. Fixes [a/comfyanonymous/ComfyUI#2059](https://github.com/comfyanonymous/ComfyUI/issues/2059).
Nodes: WAS_PFN_Latent. Perlin Power Fractal Noisey Latents
Ultralytics-Powered Object Recognition for ComfyUI
ComfyUI wrapper node to test LaVi-Bridge using Diffusers
Nodes:GPT4V-Image-Captioner
a node for [a/AuraSR](https://github.com/fal-ai/aura-sr)
Llama3_8B for comfyUI, using pipeline workflow.
This is a collection of custom nodes for ComfyUI that I made for some QOL. I will be adding much more advanced ones in the future once I get more familiar with the API.
Nodes: LatentGaussianNoise, MathEncode. An experimental custom node that generates latent noise directly by utilizing the linear characteristics of the latent space.
Data Research, Preparation And Manipulators Nodes for Model Trainers, Artists, Designers and Animators. Captions, Visualizer, Text Manipulator NOTE: This repo is renamed to ComfyUI-DataSet. [w/Repository name is renamed to ComfyUI-DataSet from ComfyUI-DRMN. Please, remove previous one and reinstall.]
Nodes:Load Video, Load Frames, Save Video, Face Swap, Face Restore, Face Swap (Video), Face Restore (Video)
JoyTag is a state of the art AI vision model for tagging images, with a focus on sex positivity and inclusivity. It uses the Danbooru tagging schema, but works across a wide range of images, from hand drawn to photographic. Download the weight and put it under checkpoints: [a/https://huggingface.co/fancyfeast/joytag/tree/main](https://huggingface.co/fancyfeast/joytag/tree/main)
Image Historgram Generator - Outputs a set of images displaying the Histogram of the input image. Nodes: img2histograms, img2histogramsSelf
You can call Chatglm's API in comfyUI to translate and describe pictures, and the API similar to OpenAI.
ComfyS3 seamlessly integrates with [a/Amazon S3](https://aws.amazon.com/en/s3/) in ComfyUI. This open-source project provides custom nodes for effortless loading and saving of images, videos, and checkpoint models directly from S3 buckets within the ComfyUI graph interface.
Unofficial implementation of [a/hallo](https://github.com/fudan-generative-vision/hallo) for ComfyUI
An implementation of NSFW Detection for ComfyUI
Nodes: AstropulsePixelDetector, BackgroundRemover, ImagePadForBetterOutpaint, InpaintingPipelineLoader, Inpainting, ...
Nodes:Detect By Label.
ComfyUI plugin of [a/SD-T2I-360PanoImage](https://github.com/ArcherFMY/SD-T2I-360PanoImage). base t2i-pipeline for generating 512*1024 panorama image from text input
A simply node for hooking in to openAI API based servers via comfyUI
ComfyUI-Transformers is a cutting-edge project combining the power of computer vision and natural language processing to create intuitive and user-friendly interfaces. Our goal is to make technology more accessible and engaging.
Frame Selector & Sequence Selection Node for ComfyUI.
ComfyUI Champ
Wildcard implementation that can be reproduced with workflows.
Nodes: tri3d-extract-hand, tri3d-fuzzification, tri3d-position-hands, tri3d-atr-parse.
This extension provides various SDXL Prompt Stylers. See: [a/youtube](https://youtu.be/WBHI-2uww7o?si=dijvDaUI4nmx4VkF)
Add nodes that generates danbooru tags by [a/Dart(Danbooru Tags Transformer)](https://huggingface.co/p1atdev/dart-v1-sft).
Custom set of nodes used by glif.app. With glif you can build mini apps that are powered by custom comfy workflows.
This is an image recognition node for ComfyUI based on the RAM++ model from [a/xinyu1205](https://huggingface.co/xinyu1205). This node outputs a string of tags with all the recognized objects and elements in the image in English or Chinese language. For image tagging and captioning.
ComfyUI custom nodes to apply various image processing techniques.
A set of custom nodes for frame interpolation and video processing in ComfyUI.
Nodes: ComfyUI Mexx Styler, ComfyUI Mexx Styler Advanced
Animated optical illusions in ComfyUI
An implementation of adaptive guidance for ComfyUI See [a/https://bcv-uniandes.github.io/adaptiveguidance-wp](https://bcv-uniandes.github.io/adaptiveguidance-wp)
Nodes:Render SD3 Attention, SD3 Attention To Image, SD3 Image Into Attention.
A stylized node with simple operation. The effect is achieved by I2I and lora. The clay style is currently implemented.Comes with watermark function.
Mask cutout based on Segment Anything.
Zero-1-to-3: Zero-shot One Image to 3D Object, unofficial porting of original [Zero123](https://github.com/cvlab-columbia/zero123)
A research Node based project on Artificial Intelligence using ComfyUI visual editor with Stable diffusion Local processing focus in mind. This custom node is intended to serve the purpose to offer a large palette of prompting scenrarios, based on Public Checkpoint Models OR/AND Private custom Models and LoRas. It includes an integrated learning machine process as well as a set of workflows.
ComfyUI-CameraCtrl-Wrapper
ComfyUI Custom Nodes for Inference.Core
Save a png or jpeg and option to save prompt/workflow in a text or json file for each image in Comfy + Workflow loading.
Investigating the Effectiveness of Cross Attention to Unlock Zero-Shot Editing of Text-to-Video Diffusion Models
Generate random prompts easily.
custom node for ComfyUI to perform simple math operations
ComfyUI-Book-Tools is a set o new nodes for ComfyUI that allows users to easily add text overlays to images within their ComfyUI projects. This Node leverages Python Imaging Library (PIL) and PyTorch to dynamically render text on images, supporting a wide range of customization options including font size, alignment, color, and padding. Loop with any parameters (*), prompt batch schedule with prompt selector, end queue for automatic ending current queue.
Nodes: Yolov8Detection, Yolov8Segmentation. Deadly simple yolov8 comfyui plugin
Nodes: Psd2Png.
ComfyUI Node to work with Hugging Face repositories
SaltAI AudioViz contains ComfyUI nodes for generating complex audio reactive visualizations
Encrypt your comfyui workflow, and share it with key
A set of nodes to track objects through videos using YOLO and other processors.
This custom node helps to transform latent in different ways.
a comfyui custom node for [a/I2V-Adapter](https://github.com/KwaiVGI/I2V-Adapter)
Nodes: ComfyUI_Mexx_Poster
ymc 's nodes for comfyui. This extension is composed of nodes that provide various utility features such as text, region, and I/O.
This extension provides a node that allows you to overlay text on an image or a batch of images with support for custom fonts and styles.
[a/Onediff](https://github.com/siliconflow/onediff) ComfyUI Nodes.
Pymunk is a easy-to-use pythonic 2d physics library that can be used whenever you need 2d rigid body physics from Python
You can use [a/Popspaper](https://popspaper.github.io/pOps/) method in comfyUI
ComfyUI Assistant is your one stop plugin for everything you need to get started with comfy-ui. Now it provides useful courses, tutorials, and basic templates.
Nodes: LoadImageFromPath. Load Image From Path loads the image from the source path and does not have such problems.
The ComfyUI-fal-Connector is a tool designed to provide an integration between ComfyUI and fal. This extension allows users to execute their ComfyUI workflows directly on [a/fal.ai](https://fal.ai/). This enables users to leverage the computational power and resources provided by fal.ai for running their ComfyUI workflows.
Nodes:abyz22_Padding Image, abyz22_ImpactWildcardEncode, abyz22_setimageinfo, abyz22_SaveImage, abyz22_ImpactWildcardEncode_GetPrompt, abyz22_SetQueue, abyz22_drawmask, abyz22_FirstNonNull, abyz22_blendimages, abyz22_blend_onecolor. Please check workflow in [a/https://github.com/abyz22/image_control](https://github.com/abyz22/image_control)
A collection of custom nodes for ComfyUI. Includes a quick canny edge detection node with unconventional settings, simple LoRA stack nodes for workflow efficiency, and a customizable aspect ratio node.
Nodes: Int, Float, String, Operation, Checkpoint
Abstract Syntax Trees Evaluated Restricted Run (ASTERR) is a Python Script executor for ComfyUI. [w/Warning:ASTERR runs Python Code from a Web Interface! It is highly recommended to run this in a closed-off environment, as it could have potential security risks.]
Nodes:Create Project Root, Add Folder, Add Folder Advanced, Add File Name Prefix, Add File Name Prefix Advanced, ShowPath
This repo is a simple implementation of [a/Paint-by-Example](https://github.com/Fantasy-Studio/Paint-by-Example) based on its [a/huggingface pipeline](https://huggingface.co/Fantasy-Studio/Paint-by-Example).
This extension node is intended for the use of LCM conversion for SSD-1B-anime. It does not guarantee operation with the original LCM (as it cannot load weights in the current version). To take advantage of fast generation with LCM, a node for using TAESD as a decoder is also provided. This is inspired by ComfyUI-OtherVAEs.
This node is mainly based on the Yolov8 model for object detection, and it outputs related images, masks, and JSON information.[w/Repository url is changed. Please remove previous one and reinstall.]
This node improves the quality of the image mask. more suitable for image composite matting
Nodes: Image URL to Text, Image to Text.
ComfyUI implementation of [a/FlashFace: Human Image Personalization with High-fidelity Identity Preservation](https://github.com/ali-vilab/FlashFace) NOTE: You need to downalod models manually.
ComfyUI dust3r
Nodes:Asymmetric_Tiling_KSampler.
ComfyUI nodes wrapping the [a/deepface](https://github.com/serengil/deepface) library.
Rui's workflow-specific custom node, written using GPT.
ComfyUI-CrewAI aims to integrate Crew AI's multi-agent collaboration framework into the ComfyUI environment. By combining the strengths of Crew AI's role-based, collaborative AI agent system with ComfyUI's intuitive interface, we will create a robust platform for managing and executing complex AI tasks seamlessly
An image generation based music visualizer integrated into comfyanonymous/ComfyUI as custom nodes.
A collection of utility nodes primarily for interacting with comfy via automated systems
Nodes: Image Resize (seam carving). Seam carving (image resize) for ComfyUI. Based on [a/https://github.com/li-plus/seam-carving](https://github.com/li-plus/seam-carving). With seam carving algorithm, the image could be intelligently resized while keeping the important contents undistorted. The carving process could be further guided, so that an object could be removed from the image without apparent artifacts.
Remove background of plural images.
This extension provides various nodes to support multimodal workflows.
Unofficial Luma API-ComfyUI version.[w/WARN: This project is for learning purpose only!]
An extension for merging LoRAs. Offers a wide range of LoRA merge techniques (including dare) and XY plots. XY plots require efficiency nodes.
ScenarioPrompt is a custom node that helps you understand what you're prompting for each property as you build your prompts
Text To Speech (TTS) for ComfyUI
PromptTermList (1-6): are some nodes that help with the creation of Prompts inside ComfyUI. Resolution Scale outputs image dimensions using a scale factor. Regex Text Chopper outputs the chopped parts of a text using RegEx.
Cyberdolphin Suite of ComfyUI nodes for wiring up things.
MuseTalk ComfyUI Preprocess and Postprocess Nodes
Nodes: MergeBlockWeighted
Nodes:MuseVImg2Vid (comfyui_musev_evolved) NOTE: Download [a/MuseV](https://huggingface.co/TMElyralab/MuseV) to ComfyUI/models/diffusers
ComfyUI_Gemini_Flash is a custom node for ComfyUI, integrating the capabilities of the Gemini 1.5 Flash model. This node supports text and vision-based prompts, allowing users to analyze and adapt images to text prompts for text2image tasks.
Nodes:TacoLatent, TacoAnimatedLoader, TacoImg2ImgAnimatedLoader, TacoGifMaker.
A collection of nodes for common tools, including text preview, text translation (multi-platform, multi-language), image loader, webcamera capture.
A custom node for ComfyUI. It compare two images to rate facial similarity.
Auto-MBW for ComfyUI loosely based on sdweb-auto-MBW. Nodes: auto merge block weighted
ComfyUI Easy Padding is a simple custom ComfyUI node that helps you to add padding to images on ComfyUI.
Nodes:SimDATrain, SimDALoader, SimDARun, VHS_FILENAMES_STRING_SimDA
This package provides three custom nodes designed to streamline workflows involving API requests, dynamic text manipulation based on API responses, and image posting to APIs. These nodes are particularly useful for automating interactions with APIs, enhancing text-based workflows with dynamic data, and facilitating image uploads.
A set of custom nodes for creating image grids, sequences, and batches in ComfyUI.
This node is primarily based on Easy-OCR to implement OCR text recognition functionality.
ComfyUI 3d engine
This custom node is largely identical to the usual Save Image but allows saving images also in JPEG and WEBP formats, the latter with both lossless and lossy compression. Metadata is embedded in the images as usual, and the resulting images can be used to load a workflow.
A collection of simple nodes for Frequency Separation / Frequency Recombine with RGB and HSV methods
ComfyUI custom nodes to apply various latent travel techniques.
tool set for developing workflow and publish to web api server
This is a repository for using LoRTnoC (LoRA with hint block of ControlNet) on ComfyUI. NOTE:Please place the model file in the same location as controlnet. (Is this too arbitrary?)
1 step closer to replacing all software with comfy
Talking avatars Heads for the IF_AI tools integrates dreamtalk in ComfyUI
Nodes: P2LDGAN. This integrates P2LDGAN into ComfyUI. P2LDGAN extracts lineart from input images. [w/To use this extension, you need to download the [a/p2ldgan model](https://drive.google.com/file/d/1To4V_Btc3QhCLBWZ0PdSNgC1cbm3isHP) and save it in the %%ComfyUI/custom_nodes/comfyui-p2ldgan/checkpoints%% directory.]
Original author is ByteDance. ComfyUI sampler for HyperSDXL UNet Ported from: [a/https://huggingface.co/ByteDance/Hyper-SD](https://huggingface.co/ByteDance/Hyper-SD)
Nodes: Fans Styler (Max 10 Style), Fans Text Concat (Until 10 text), Fans Prompt Styler Postive (Can replace {prompt} word in your csv files), Fans Prompt Styler Negative (With sentence structure).
A novel weighting scheme for token vectors from CLIP. Allows a wider range of values for the weight. Inspired by Perp-Neg.
You can using MS-diffusion make story in comfyUI.
Transcribe audio and video files in ComfyUI.
A collection of ComfyUI directory automation utility nodes. Directory Get It Right adds a GUI directory browser, and smart directory loop/iteration node that supports regex and file extension filtering.
This node is mainly based on the Yolov8 model for object detection, and it outputs related images, masks, and JSON information.
a custom node for [a/DiffMorpher](https://github.com/Kevin-thu/DiffMorpher),you can find base workflow in [a/doc](https://github.com/AIFSH/DiffMorpher-ComfyUI/blob/main/doc)
ComfyUI-Lumina-Next-SFT-DiffusersWrapper is a custom node for ComfyUI that integrates the advanced Lumina-Next-SFT model. It offers high-quality image generation with features like time-aware scaling, optional ODE sampling, and support for high-resolution outputs. This node brings the power of the Lumina text-to-image pipeline directly into ComfyUI workflows, allowing for flexible and powerful image generation capabilities.
Adds Static Primitives to ComfyUI. Mostly to work with reroute nodes
CSV Loader for prompt building within ComfyUI interface. Allows access to positive/negative prompts associated with a name. Selections are being pulled from CSV files.
A ComfyUI workflow customization by Jake.
Clip text encoder with BREAK formatting like A1111 (uses conditioning concat)
Front end ComfyUI nodes for CartoonSegmentation Based upon the work of the CartoonSegmentation repository this project will provide a front end to some of the features.
the comfyui custom node of [a/MuseTalk](https://github.com/TMElyralab/MuseTalk) to make audio driven videos!
An extension for ComyUI that enables saving and loading node presets using the node's context menu. Right click a node and choose 'Presets' from its context menu to access the node's presets.
You'll get a new node called SD3 Latent Select Resolution, you can pick the x and y sizes from a list.
ComfyUI custom node to convert latent to RGB
Unofficial implementation of [a/MiniCPM-V](https://github.com/OpenBMB/MiniCPM-V) for ComfyUI
Simple node for setting the sigma values directly. Note, for a full denoise the last sigma should be zero.
A mixture of effects and quality of life nodes. Nodes: ImageGlitcher (gives an image a cool glitchy effect), ColorStylizer (highlights a single color in an image), QueryLocalLLM (queries a local LLM API though oobabooga), SDXLReslution (resolution picker for the standard SDXL resolutions, the complete list), SDXLResolutionSplit (splits the SDXL resolution into width and height).
ComfyUI version of https://github.com/laksjdjf/pfg-webui. (To use this extension, you need to download the required model file from **Install Models**)
A small node pack containing various things I felt like ought to be in base comfy-UI. Currently includes Some image handling nodes to help with inpainting, a version of KSampler (advanced) that allows for denoise, and a node that can swap it's inputs. Remember to make an issue if you experience any bugs or errors!
Load Image thumbnails for ComfyUI
NODES: Dynamic Prompts Text Encode, Feeling Lucky Text Encode, Output String
lollms_nodes_suite is a set of nodes for comfyui that harnesses the power of lollms, a state-of-the-art AI text generation tool, to improve the quality of image generation.
a comfyui custom node for [a/Retrieval-based-Voice-Conversion-WebUI](https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI.git), you can Voice-Conversion in comfyui now! NOTE: make sure ffmpeg is worked in your commandline for Linux
implementation easyanimate with llama3-8b-6bit instruction LLM generation prompt help
Nodes: StreamRecorder, VideoFormatConverter, ZZX_PaintsUndo
This node creates a sequence of frames by moving and scaling a subject image over a background image.
porting audioreactivity pipeline from vktrs to comfyui.
Nodes: Save Weight As Kolors Unet, Save Kolors
Some useful custom nodes that are not included in ComfyUI core yet.
This custom nodes enables Stable Projectorz to work with ComfyUI Directly.
Nodes:VideoLaVITLoader, VideoLaVITT2V, VideoLaVITI2V, VideoLaVITI2VLong, VideoLaVITT2VLong, VideoLaVITI2I
Fully customizable Classifier Free Guidance for ComfyUI.
This ComfyUI custom node, named ControlNet Auxiliar, is designed to provide auxiliary functionalities for image processing tasks. It is particularly useful for various image manipulation and enhancement operations. The node is integrated with functionalities for converting images between different formats and applying various image processing techniques.
Nodes: YKImagePadForOutpaint, YKMaskToImage
Nodes:Use Prompt Quill in Comfyui
This extension provides a custom node that allows the use of [a/Matte Anything](https://github.com/hustvl/Matte-Anything) in ComfyUI.
An unofficial Python library for [a/Suno AI](https://www.suno.ai/) API
a custom comfyui node for [a/fish-speech](https://github.com/fishaudio/fish-speech.git)
These are just some nodes I wanted and couldn't find where anyone else had made them yet.
It make any text2image create seamless patten
Nodes:Keyframe Part, Keyframe Interpolation Part, Keyframe Apply.
A set of ComfyUI nodes to quickly test generated QR codes for scannability. A companion project to ComfyQR.
Create a custom scheduler from a weighted average of the built-in schedulers
ComfyUI nodes to use RAVE attention as a temporal attention mechanism. This differs from other implementations in that it does not concatenate the images together, but within the UNet's Self-Attention mechanism performs the RAVE technique. By not altering the images/latents throughout the UNet, this method does not affect other temporal techniques, style mechanisms, or other UNet modifications. For example, it can be combined with AnimateDiff, ModelScope/ZeroScope, or FLATTEN.
Nodes: EagleImageNode
Add a node to save images with metadata (PNGInfo) extracted from the input values of each node. Since the values are extracted dynamically, values output by various extension nodes can be added to metadata.
This is a single node which can take the POSE_KEYPOINT output from the OpenPose extractor node, parse it, and return x,y,width,height bounding boxes around any elements of the OpenPose skeleton
Nodes:LoadImageWithSwitch, ImageBatchOneOrMore, ConcatText, ModifyTextGender
comfyui-default-values-manager
This is a collection of tools that I use to make my life easier when developing ComfyUI applications. It is a collection of tools that I have created to help me with my development process. I have decided to share these tools with the community in the hopes that they will be useful to others as well. I use this tools to further develop features for [a/https://shibiko.ai](https://shibiko.ai)
ComfyUI custom user.css and some script stuff. mainly for web interface.
A hacky implementation of Simswap based on [a/Comfyui ReActor Node 0.5.1](https://github.com/Gourieff/comfyui-reactor-node) and [a/Simswap](https://github.com/neuralchen/SimSwap).
Nodes: InpaintMediapipe. This node provides a simple interface to inpaint.
A collection of post processing nodes for ComfyUI, dds image post-processing adjustment capabilities to the ComfyUI.
A tool for novice users in Chinese Mainland to call the huggingface hub and download the huggingface models.
A set of nodes to prepare the noise predictions before the CFG function
Nodes:Easy2DDeforum (Chan)
Nodes: LoadImageFromBase64. Loads an image and its transparency mask from a base64-encoded data URI for easy API connection.
Nodes:Inversed Euler Sampler, Mix Noise with Latent, Combine Latent Noise
SDFXBridgeForComfyUI is a custom node designed for seamless integration between ComfyUI and SDFX. This custom node allows users to make ComfyUI compatible with SDFX when running the ComfyUI instance on their local machines.
Unofficial implementation of [a/OpenVoice](https://github.com/myshell-ai/OpenVoice) for ComfyUI
This custom node provides the capability to manipulate multiple string inputs.
Nodes:TextualInversionTrainingSDXL, TextualInversionTraining
A custom node for Stable Diffusion ComfyUI to enable easy selection of image resolutions for SDXL SD15 SD21
This is an Extension for ComfyUI, which allows you to perform Bringing-Old-Photos-Back-to-Life natively.
You can make emoji from a video and a image in comfyui
Nodes:Combine HDMasks, Cover HDMasks, HD FaceIndex, HD SmoothEdge, HD GetMaskArea, HD Image Levels, HD Ultimate SD Upscale
Nodes: String, Int, Float, Short String, CLIP Text Encode (With Variables), String Format, Short String Format. This extension introduces quality of life improvements by providing variable nodes and shared global variables.
Ranbooru is an extension for the comfyUI. The purpose of this extension is to add a node that gets a random set of tags from boorus pictures. This is mostly being used to help me test my checkpoints on a large variety of
You can use stable-audio-open-1.0 in comfyUI
Add a node for drawing text with CR Draw Text of ComfyUI_Comfyroll_CustomNodes to the area of SEGS detected by Ultralytics Detector of ComfyUI-Impact-Pack.
Concat_strings atm - celebrating first_node
A slightly different Resolution Selector node, allowing to freely change base resolution and aspect ratio, with options to maintain the pixel count or use the base resolution as the highest or lowest dimension.
This is a ComfyUI node that processes your input text with the [a/Unprompted templating language](https://github.com/ThereforeGames/unprompted). Early alpha release.
Basic audio tools using torchaudio for ComfyUI. It is assumed to assist in the speech dataset creation for ASR, TTS, etc.
Nodes:Image Gradient,Mask Gradient
Nodes: Noxin Complete Chime, Noxin Scaled Resolutions, Load from Noxin Prompt Library, Save to Noxin Prompt Library
Nodes: Shadertoy, Load Audio (from Path), Audio Frame Transform (Shadertoy), Audio Frame Transform (Beats)
A simple node to load image from local path or http url. You can find this node from 'image' category.
Several utility nodes for use with ComfyUI.
Nodes provide an options to combine prior and decoder models of Kandinsky 2.2.
the sampler introduced by [a/hallatore](https://github.com/AUTOMATIC1111/stable-diffusion-webui/discussions/8457) code extracted from [a/smZNodes](https://github.com/shiimizu/ComfyUI_smZNodes)
Edit embeddings with a curve. Actually should work on any 1D input tensor. Tested with IPAdapter-Plus.
Bridge between ComfyUI and blender's ComfyUI-BlenderAI-node addon.
A set of custom nodes that I've either written myself or adapted from other authors
Manipulation nodes for Image, Latent
This extension provides nodes for [a/DeepCache: Accelerating Diffusion Models for Free](https://arxiv.org/abs/2312.00858) NOTE:Original code can be found [a/here](https://gist.github.com/laksjdjf/435c512bc19636e9c9af4ee7bea9eb86). Full credit to laksjdjf for sharing the code.
Nodes: image_layering, color_correction, model_router
Unofficial implementation of [a/dreamtalk](https://github.com/ali-vilab/dreamtalk) for ComfyUI
a custom node for [a/SenseVoice](https://github.com/FunAudioLLM/SenseVoice)
a comfyui custom node for [a/3d-photo-inpainting](https://github.com/vt-vl-lab/3d-photo-inpainting),then you can render one image to zoom-in/dolly zoom/swing motion/circle motion video
A custom node for ComfyUI that enables smooth, keyframe-based animations for image generation. Create dynamic sequences with control over motion, zoom, rotation, and easing effects. Ideal for AI-assisted animation and video content creation.
Aspect ratio selector for ComfyUI based on [a/sd-webui-ar](https://github.com/alemelis/sd-webui-ar?tab=readme-ov-file).
Nodes:MUJinjaRender, MUSimpleWildcard
Nodes:Match two faces' shape before using other face swap nodes Face-swapping tools typically only replace facial features during the swap, without altering the facial shape. When there is a significant difference in facial shape between the target person and the person in the original photo, the result of the face swap is less satisfactory. This project is a small script that can first liquefy and stretch the face in the original photo according to the horizontal and vertical proportions of the target person's facial contour. The resulting image can be used as input for other face-swapping nodes.
A minimalist node that calls LLMs, combined with one API, can call all language models, including local models.
A barebones ComfyUI wrapper for [a/PixelOE](https://github.com/KohakuBlueleaf/PixelOE). I cannot promise any support, if there is someone who wants to make a proper node, please do.
text_append_node, vramdebugplus, tensordebugplus, animation_schedule_output
A simple, quick, and dirty implementation of multiple workspaces within ComfyUI.
Slightly better random prompt generation tools that allow combining and picking prompts from both file and text input sources.
NOTE: Concatenate Strings, Format Datetime String, Integer Caster, Multiline String, Truncate String. Yet Another Node Collection, a repository of simple nodes for ComfyUI. This repository eases the addition or removal of custom nodes to itself.
Nodes: Mask to Centroid, Mask to Eigenvector. A small collection of custom nodes for use with ComfyUI, for geometry calculations
Experimental utility nodes with a focus on manipulation of noised latents
Nodes:Save Image Without Metadata
This exporter is a plugin for ComfyUI, which can export tasks for [a/LAizypainter](https://github.com/DimaChaichan/LAizypainter). LAizypainter is a Photoshop plugin with which you can send tasks directly to a Stable Diffusion server. More information about a [a/Task](https://github.com/DimaChaichan/LAizypainter?tab=readme-ov-file#task)
Nodes:TransformTemplateOntoFaceMask, ... A small collection of custom nodes for use with ComfyUI, by Discopixel
Nodes: Format String, Join String List, Load Preset, Load Preset (Advanced), Const String, Const String (multi line). Add useful nodes related to prompt.
Scaled Uniform Noise for Ancestral and Stochastic samplers
A collection of nodes powering a tensor oracle on a home network with automation
ComfyUI-GTSuya-Nodes is a ComfyUI extension designed to add several wildcards supports into ComfyUI. Wildcards allow you to use __name__ syntax in your prompt to get a random line from a file named name.txt in a wildcards directory.
Photoshop custom nodes inside of ComfyUi, send and get data via Photoshop UXP plugin for cross platform support
This repo provides a ComfyUI Custom Node implementation of [a/YOLO-NAS-POSE](https://github.com/Deci-AI/super-gradients), powered by TensorRT for ultra fast pose estimation. It has been adapted to work with openpose controlnet (experimental)
This custom node allow controlling output without training. The reducing method is similar to [a/Spatial-Reduction Attention](https://paperswithcode.com/method/spatial-reduction-attention), but generating speed may not be increased on typical image sizes due to overheads. (In some cases, slightly slower)
Nodes:Color correction.
Automatically creates checkpoints during workflow execution. If If an workflow is canceled or ComfyUI crashes mid-execution, then these checkpoints are used when the workflow is re-queued to resume execution with minimal progress loss.
Nodes:ImageOverlap-badger, FloatToInt-badger, IntToString-badger, FloatToString-badger, ImageNormalization-badger, ImageScaleToSide-badger, NovelToFizz-badger.
Use [a/Pilgram2](https://github.com/mgineer85/pilgram2) filters in ComfyUI
Small collection of typed primitive nodes.
Basic support for StyleGAN2 and StyleGAN3 models.
ComfyUI-AutoLabel is a custom node for ComfyUI that uses BLIP (Bootstrapping Language-Image Pre-training) to generate detailed descriptions of the main object in an image. This node leverages the power of BLIP to provide accurate and context-aware captions for images.
A ComfyUI extension to add spatial anchors/waypoints to better navigate large workflows.
ComfyUI nodes primarily for seed and filename generation
Experimental sampler node. Sampling alternates between A and B inputs until only one remains, starting with A. B steps run over a 2x2 grid, where 3/4's of the grid are copies of the original input latent. When the optional mask is used, the region outside the defined roi is copied from the original latent at the end of every step.
Side by Side 3D Stereoscope generation node for ComfyUI by SamSeen.
Nodes:Edit Mask
A [a/Matchering](https://github.com/sergree/matchering)-node for ComfyUI. NOTE: You take TWO audio files and feed them into Matchering
Attach a debug node to an output to obtain more detailed information. Uncover the details of your models in ComfyUI with ease.
This extension contains a custom node for ComfyUI. The node, called 'Bounding Box Crop', is designed to compute the top-left coordinates of a cropped bounding box based on input coordinates and dimensions of the final cropped image. It does so computing the center of the cropping area and then computing where the top-left coordinates would be.
Search navigation extension.
Nodes:RR_Date_Folder_Format, RR_Image_Metadata_Overlay, RR_VideoPathMetaExtraction, RR_DisplayMetaOptions. This extension provides nodes designed to enhance the Animatediff workflow.
Nodes:Prompter, RF Noise, SeedMod.
Nodes:Split Masks, Mask Selection Of Masks, Mask Region Info
This repo contains nodes for ComfyUI that implement some helpful operations on tensors, such as normalization.
A prompt generator and CLIP encoder using AI provided by Ollama.
This node captures images one at a time from your webcam when you click generate. This is particular useful for img2img or controlnet workflows. NOTE:This node will take over your webcam, so if you have another program using it, you may need to close that program first. Likewise, you may need to close Comfyui or close the workflow to release the webcam.
Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies. This repo is the ComfyUI nodes for Bedrock service. You could invoke the foundation model in your ComfyUI pipeline.
Unofficial ComfyUI implementation of Self-Guidance.
Nodes: ComfyUI_ImageToText
This node pack allows loading of CLIP, MODEL, VAE aspects for both SD1.5 and SDXL checkpoints that is converted to diffusers format.
Send notifications when a workflow completes.
A very simple and easy to use node to automaticaaly create (square) image crops and masks using YoloV8. This can be very useful when using controlnet and ip adapters
Nodes:TCL EbSynth, TCL Extract Frames (From File), TCL Extract Frames (From Video), TCL Combine Frames, TCL Save Video (From Frames)
Original repo: [a/https://github.com/lllyasviel/IC-Light](https://github.com/lllyasviel/IC-Light) Models: [a/https://huggingface.co/lllyasviel/ic-light/tree/main](https://huggingface.co/lllyasviel/ic-light/tree/main), [a/https://huggingface.co/digiplay/Photon_v1/tree/main](https://huggingface.co/digiplay/Photon_v1/tree/main) models go into ComfyUI/models/unet
Nodes:Post to Discord w/ Webhook
Convert PoseKeypoint to mask, please refer to the example workflow for usage instructions.
This is node replaces the init_image conditioning for the [a/Stable Video Diffusion](https://github.com/Stability-AI/generative-models) image to video model with text embeds, together with a conditioning frame. The conditioning frame is a set of latents.
Nodes:GMIC Image Processing.
This node allows the execution of Node.js application within ComfyUI by leveraging the ComfyUI-NODEJS, which starts alongside ComfyUI and facilitates the installation of Node.js. The integration enables Python subprocesses to execute Node.js scripts.
Provide various custom nodes for Latent, Sampling, Model, Loader, Image, Text. This is the fixed version of the original [a/ComfyUI-nodes-hnmr](https://github.com/hnmr293/ComfyUI-nodes-hnmr) by hnmr293.
A node for JPEG de-artifacting using [a/FBCNN](https://github.com/jiaxi-jiang/FBCNN).
Used to process video redrawing, frame skipping, frame ending early, etc.
This is an Extension for ComfyUI, which helps formatting the workflow.
This custom node for ComfyUI allows you to use the Doubutsu small VLM model to describe images. Credit and further information on Doubutsu: [a/https://huggingface.co/qresearch/doubutsu-2b-pt-756](https://huggingface.co/qresearch/doubutsu-2b-pt-756)
A collection of nodes and improvements created for general ease and lora management. These are just nodes I made and found useful, they should work with most other nodes. Most nodes that take in a prompt are made with booru tags in mind and might not work as expected with other prompts.
ComfyUI custom nodes for RVC related inference and image generation
Nodes:Img2Color - Color Palette Extractor
A simple sidebar tweak to force fixe the ComfyUI menu to the top of the screen. Reaaally quick and dirty. May break with some ComfyUI setup.
Nodes: LoRA-Tuner. For using multiple LoRA easily.
Setting Up a Web Interface Using ComfyUI. NOTE:When installed, you can access it via http://127.0.0.1:8188/comfygen.
Add custom Metadata fields to your saved PNG files.
A set of tools for generating and altering sigmas in ComfyUI.
Match image/mask sizes
The ComfyUI-FilePathCreator is a custom node extension for ComfyUI designed to generate dynamic filenames based on user-defined parameters. This node helps streamline the process of creating organized and timestamped filenames, ideal for saving output files in a structured manner.
This extension provides fundation models nodes from Amazon Bedrock, including Claude (v1, v2.0, v2.1), SDXL.
ComfyUI Trajectory
Permutes a mask batch to present possible additive combinations. Passing a mask batch (e.g. out of [a/SEGS to Mask Batch](https://github.com/ltdrdata/ComfyUI-Impact-Pack)) will return a new mask batch representing all the possible combinations of the included masks. So, a mask batch with two mask sections, 'A' and 'B', will return a batch containing an empty mask, an empty mask & A, an empty mask & B, and an empty mask & A & B.
Nodes:SaveImgAdv, CLIPTextEncodeWithStats. Collection of tools supporting txt2img generation in ComfyUI and other tasks.
This extension provides various custom nodes. literals, loaders, logic, output, switches
A custom node for ComfyUI to create a prompt based on a list of keywords saved in CSV files.
ComfyUI nodes for merging, testing and more. NOTE: SDNext Merge, VAE Merge, MBW Layers, Repeat VAE, Quantization.
This is an attempt to recreate the wildcards plugin for Automatic1111 but for ComfyUI.
These nodes are mainly used to translate prompt words from other languages into English. PromptTranslateToText implements prompt word translation based on Helsinki NLP translation model.It doesn't require internet connection。
Simple ComfyUI node that predicts the score of an aesthetic image with SigLIP-based predictor.
An 'opinionated' Wave Function Collapse implementation with a set of nodes for comfyui
Nodes:LFO_Triangle, LFO_Sine, SawtoothNode, SquareNode, PulseNode. ComfyUI custom nodes to create Low Frequency Oscillators.
using [a/StreamV2V](https://github.com/Jeff-LiangF/streamv2v) in ComfyUI
ComfyUI native implementation of [a/AI-Assistant](https://github.com/tori29umai0123/AI-Assistant).
Nodes: add-image-miro-board.
This node allows you to use customnet.
ComfyUI Gemma
Nodes:Generate Stable Diffsution Prompt With LLM, Translate Text With LLM, Chat With LLM
A handy custom node for using Refiner (switching to a different checkpoint midway) When you specify the end of the base checkpoint, you can extract refiner_start which is end + 1. The output is fixed as an INT, so it can be passed to the handy custom node, Anything Everywhere? Since it only outputs a numerical value, it can also be used for other purposes.
This extension contains a custom node for ComfyUI. The node, called 'Bounding Box Crop', is designed to compute the top-left coordinates of a cropped bounding box based on input coordinates and dimensions of the final cropped image. It does so computing the center of the cropping area and then computing where the top-left coordinates would be.
Nodes:Incrementer, Width and height from aspect ratio. A simple set of tooling nodes.
Harronode is a custom node designed to build prompts easily for use with the Harrlogos SDXL LoRA. This Node simplifies the process of crafting prompts and makes all built in activation terms available at your fingertips.
Nodes: Build Gif, Special CLIP Loader. It offers various manipulation capabilities for the internal operations of the prompt.
Custom node for ComfyUI that makes parts of the image transparent (face, background...)
The latent gets passed straight through unaltered, if it's empty (i.e from a 'Empty Latent Image' node) FLOAT outputs the first value, otherwise it outputs the second value
Nodes:visual_anagrams_sample, visual_anagrams_animate
This repo cast Recursive Generalization Transformer for Image Super-Resolution to ComfyUI, the original [a/paper link](https://arxiv.org/abs/2303.06373) and [a/github link](https://github.com/zhengchen1999/RGT)
Nodes:Preview Json, Save Json, Test Json Preview, ... preview and save nodes
Nodes: Prompt Agent, Prompt Agent (String). This script provides a prompt agent node for the Comfy UI stable diffusion client.
Nodes that support Stable Diffusion 3 Medium better.
A Anime Character Segmentation node for comfyui, based on [this hf space](https://huggingface.co/spaces/skytnt/anime-remove-background).
A simple wildcard node for ComfyUI. Can also be used a style prompt node.
Simple node to handle scaling of YOLOv8 segmentation masks
AspectSize and other nodes
Custom nodes pack provided by [a/HiFORCE](https://www.hiforce.net/) for ComfyUI. This custom node helps to conveniently enhance images through Sampler, Upscaler, Mask, and more. NOTE:You should install [a/ComfyUI-Impact-Pack](https://github.com/ltdrdata/ComfyUI-Impact-Pack). Many optimizations are built upon the foundation of ComfyUI-Impact-Pack.
Nodes: MSSqlTableNode, MSSqlSelectNode. This extension provides custom nodes to interact with MSSQL.
Nodes:Apply Ref UNet, Ref Sampler, Ref Sampler Custom
pixel art workshop nodes for comfyui.
This node is load png image sequentially with metadata. Only supported for PNG format that has been created by ComfyUI.[w/renamed from comfyui-load-image-39. You need to remove previous one and reinstall to this.]
It's a super simple custom node for Comfy UI, to generate text, with a font size option. Useful for bigger labelling of nodes, helpful for wider screen captures or tutorials. Plus you can of course use the text within your generations.
Various custom nodes for ComfyUI
Create colorful mosaic images in ComfyUI by computing label images and applying lookup tables.
This extension simply connects the nodes and specifies the output path of the generated images to a manageable path.
Accelerate ComfyUI Nodes for Faster Image Generation, Ensuring Consistency Pre and Post-Acceleration, Ideal for Bulk Image Production.
Custom nodes make easy Advanced Workflows. Focus on Image/Video and ControlNet efficiency and performances. Manipulation of Latent Space, Automatic pipeline with a bit efforts.
Add text to image in ComfyUI
Intercepts the Tab key to switch between textarea
image and latent quilting nodes for comfyui
Nodes:TC_EqualizeCLAHE, TC_SizeApproximation, TC_ImageResize, TC_ImageScale, TC_ColorFill.
Nodes: HelperNodes_MultilineStringLiteral, HelperNodes_StringLiteral, HelperNodes_Steps, HelperNodes_CfgScale, HelperNodes_WidthHeight, HelperNodes_SchedulerSelector, HelperNodes_SamplerSelector, ...
Nodes:Q-Align Scoring. Implementation of [a/Q-Align](https://arxiv.org/abs/2312.17090) for ComfyUI
Simple nodes for loading image files.Nodes that include a simple remote connection to Photoshop, a node that can overlay and preview an image with a mask, and a node that can load images directly from a file path.
Nodes: Latent Mirror. Node to mirror a latent along the Y (vertical / left to right) or X (horizontal / top to bottom) axis.
Nodes:Bing Image Grabber, Zephyr chat, Hermes Chat
Nodes: SDXLRecommendedImageSize, JjkText, JjkShowText, JjkConcat. A set of custom nodes for ComfyUI - focused on text and parameter utility
ComfyUI-TrashNodes-DownloadHuggingface is a ComfyUI node designed to facilitate the download of models you have just trained and uploaded to Hugging Face. This node is particularly useful for users who employ Google Colab for training and need to quickly download their models for deployment.
ComfyUI Node - Hugging Face repositories GTP2 Prompt
Add a node that outputs width and height of the size selected from the preset (.csv).
ComfyUI implementation of '[a/Blind Image Restoration via Fast Diffusion Inversion](https://github.com/hamadichihaoui/BIRD)' Original [a/article](https://arxiv.org/abs/2405.19572)
Nodes:Selector. Quick and dirty parameter generator node for ComfyUI.
Testbed for [a/DiT(Scalable Diffusion Models with Transformers)](https://github.com/facebookresearch/DiT). [w/None of this code is stable, expect breaking changes if for some reason you want to use this.]
Pause image generation when GPU temperature exceeds threshold.
ComfyUI-GG is a collection of ComfyUI nodes designed to enhance productivity in image processing workflows. This plugin provides a set of custom nodes that perform various image manipulations and metadata extractions to streamline your tasks.
Nodes: Image(s) To Websocket (Base64), Load Image (Base64),Load Images (Base64)
This initiative represents a solo venture dedicated to integrating a stereopsis effect within ComfyUI (Stable Diffusion). Presently, the project is focused on the refinement of node categorization within a unified framework, as it is in the early stages of development. However, it has achieved functionality in a fundamental capacity. By processing a video through the Side-by-Side (SBS) node and applying Frame Delay to one of the inputs, it facilitates the creation of a stereopsis effect. This effect is compatible with any Virtual Reality headset that supports SBS video playback, offering a practical application in immersive media experiences.
A ComfyUI node that utilizes Moviepy to convert and send your images or videos to a webhook endpoint directly from ComfyUI.
a comfyui custom node, which can select value from inputs
a custom node for separation vocals from music based on [a/ZFTurbo/Music-Source-Separation-Training](https://github.com/ZFTurbo/Music-Source-Separation-Training)
Original project: [a/link](https://github.com/tencent-ailab/PCDMs) Based on testing, the author's original images work very well, but using my own images generally requires some luck!
A ComfyUI custom node that randomly selects a height and width pair from a list in a config file
Xycuno Oobabooga provides custom nodes for ComfyUI, for sending requests to an [a/Oobabooga](https://github.com/oobabooga/text-generation-webui) instance to assist in creating prompt texts.
Nodes:XL DreamBooth LoRA, S3 Bucket LoRA
Given a set of lists, the node adjusts them so that when used as input to another node all the possible argument permutations are computed.
Nodes for interfacing with LiteLLM
Using rgthree's fast_group_muter and bookmark nodes, introduce the pyautogui library to simulate clicks and hotkeys, and run groups in sequence. screen manipulation is involved
Nodes:ApiRequestNode, LoadVideoNode, JsonParserNode, OllamaRequestNode, OldPhotoColorizationNode.
Militant Hitchhiker's Switchblade Pack is a collection of custom nodes for ComfyUI that provide various multi-function capabilities.
Nodes:BatchImageResizeProcessor, SingleImagePathLoader, SingleImageUrlLoader
Unofficial implementation of DeepSeek for ComfyUI
ComfyUI port of a wonderful extension [a/SD Webui Vectorscope CC by Haoming02](https://github.com/Haoming02/sd-webui-vectorscope-cc). Based on (and probably incompatible with) [a/ComfyUI Diffusion Color Grading by Haoming02](https://github.com/Haoming02/comfyui-diffusion-cg).
Just a simple node to filter out NSFW outputs. This node utilizes [a/AdamCodd/vit-base-nsfw-detector](https://huggingface.co/AdamCodd/vit-base-nsfw-detector) to score the outputs. I chose this model because it's small, fast, and performed very well in my testing. Nudity tends to be scored in the 0.95+ range, but I've set the default to 0.8 as a safe baseline.
Nodes: SRL Conditional Interrupt, SRL Format String, SRL Eval, SRL Filter Image List. This is a collection of nodes I find useful. Note that at least one module allows execution of arbitrary code. Do not use any of these nodes on a system that allow untrusted users to control workflows or inputs.[w/WARNING: The custom nodes in this extension are vulnerable to **security risks** because they allow the execution of arbitrary code through the workflow]
Nodes:MeshHamer Hand Refiner. See also: [a/HaMeR: Hand Mesh Recovery](https://github.com/geopavlakos/hamer/tree/main)
Image Browsing: browsing, download and delete.
Store a CSV of prompts where the style can change for each subject. The CSV node initialises with the column (style) and row (subject) names for easy interpretability.
A simple 3D model processing tool within ComfyUI.
Nodes:Multi-ControlNet Converter, List of Images, Convert PIL to Tensor (NHWC), Convert Tensor (NHWC) to (NCHW), Convert Tensor (NHWC) to PIL
Paint3D Nodes is a custom ComfyUI node for 3D model texture inpainting based on [a/Paint3D](https://arxiv.org/pdf/2312.13913).
Various cozy nodes, made with 💚 by the CozyMantis squad.
Use ngrok to allow external access to ComfyUI. NOTE: Need to manually modify a token inside the __init__.py file.
Nodes:ZC DrawShape Node
Unofficial implementation of siliconflow API for ComfyUI How to use:apply api key in :https://cloud.siliconflow.cn/ add api key in config.json
Nodes:FEImagePadForOutpaint, FEColorOut, FEColor2Image, FERandomizedColor2Image
This adds a node that has both the positive and negative prompts as input in one node. You can just add one node and be done with both Positive and Negative prompts, in place of adding two different nodes for them.
A ComfyUI extension for generating captions for your images. Runs on your own system, no external services used, no filter. Uses various VLMs with APIs to generate captions for images. You can give instructions or ask questions in natural language.
Nodes:Lora Loader From HF
Nodes:Inspect, Any String, Model From URL
Nodes:VAE Encode Inpaint, VAE Decode Inpaint, ColorCorrection Inpaint, ImagePreprocess Inpaint, ImagePostprocess Inpaint, Load Model Inpaint, Inpainting (using Model)
Save Image Plus is a custom node for ComfyUI that allows you to save images in JPEG and WEBP formats with optional metadata embedding.
This is an Extension for ComfyUI, which moves the menu to the specified corner on startup.
A custom node to create empty latents for Stable Cascade. features: width and height incrementation of 64 by default, possibility to lock the aspect ratio, switch width/height at execution
Nodes:File Padding, Image Info, VAE Loader With Name
Nodes:ImageScore, Loader, Image Processor, Real Image Processor, Fake Image Processor, Text Processor. ComfyUI Nodes for ClipScore
Transceiver is a python library that swiftly exchanges fundamental data structures, specifically numpy arrays, between processes, optimizing AI inference tasks that utilize ComfyUI.
ComfyUI simple node based on BLIP method, with the function of Image to Txt.
An integration between comfy ui and petty paint
This node was designed to help with checkpoint configuration.
SVDResizer is a helper for resizing the source image, according to the sizes enabled in Stable Video Diffusion. The rationale behind the possibility of changing the size of the image in steps between the ranges of 576 and 1024, is the use of the greatest common denominator of these two numbers which is 64. SVD is lenient with resizing that adheres to this rule, so the chance of coherent video that is not the standard size of 576X1024 is greater. It is advisable to keep the value 1024 constant and play with the second size to maintain the stability of the result.
Nodes:SaveTifImage. ComfyUI custom node for purpose of saving image as uint16 tif file.
Nodes: LiamLibLoadImage, LiamLibImageToGray, LiamLibSaveImg, LiamLibFillImage, PreviewReliefImage, GetBetterDepthImage, LiamLibSaveText
ComfyUI-AutoCropBgTrim is a powerful tool designed to automatically clean up the background of your images. This tool trims unnecessary spaces and pixels, leaving only the main subject of the image. It generates both a mask and an image output, making it easy to focus on the essential elements. Perfect for enhancing your photos and preparing them for professional use.
Nodes:Cascade_Resizer
EmbeddingsNameLoader, EmbendingList
Unofficial implementation of [a/DDColor](https://github.com/piddnad/DDColor) for ComfyUI
An extension for ComyUI to allow resetting a node's inputs to their default values. NOTE:Right click any node and choose 'Reset' from the context menu.
ComfyUI-SceneGenerator is a ComfyUI plugin used to generate scene preview photos from JSON files. This plugin creates scenes based on the provided JSON configuration and produces two different image outputs: one containing only the products and the other containing both the products and the props.
Two simple to install nodes to get Live Portrait working in ComfyUI without the need for a fancy GPU (Replicate account needed).
Nodes:Simple Google Translator, Simple Resolution Solver. This is a small set of simple nodes that help your workflow on ComfyUI.
a comfyui node for viewing Live2D model
Nodes:FaceEnhancement. Based on modelscope pipeline.
Choose random node.
Nodes: LiamLoadImage. This node provides the capability to load images from a URL.
Shuffle nodes after queue added. [w/Repository name has been changed from comfyui-random-node-39 to comfyui-random-node. Please remove and reinstall it.]
Node:Load Checkerboard Images for Calibrate Camera, Matrix and distortion coefficient to text, Undistort
[a/openai Consistency Decoder](https://github.com/openai/consistencydecoder). After downloading the [a/OpenAI VAE model](https://openaipublic.azureedge.net/diff-vae/c9cebd3132dd9c42936d803e33424145a748843c8f716c0814838bdc8a2fe7cb/decoder.pt), place it in the `model/vae` directory for use.
Nodes:CLIP Text Encode (Batch), String Input, Batch String
The Clean File Name Node is a custom node for ComfyUI designed to process and sanitize text strings for use as valid file names. It replaces invalid characters with a user-specified character and truncates the resulting string to a defined length.
Nodes:Image Square Adapter Node, Image Resize And Crop Node
Instead of LoraLoader or HypernetworkLoader, it receives a prompt and loads and applies LoRA or HN based on the specifications within the prompt. The main purpose of this custom node is to allow changes without reconnecting the LoraLoader node when the prompt is randomly altered, etc.
Nodes: Make Square Node, Interrogate Node, TextEncodeAIO
Text.
Nodes:Shadertoy, Shader, ColorChannelOffset.
Upload images automatically to image hosting sites.
A simple node to round an input image up (pad) or down (crop) to the nearest integer multiple. Padding offset from left/bottom and the padding value are adjustable.
Nodes:Load From S3, Save To S3.
Custom nodes that preview image with a magnifier.
Nodes:Upscale Video Tensorrt
A very useful automatic cropping tool! It can realize cropping, expansion and rotation functions in the form of a slider.
A collection of nodes for detecting color in images, leveraging RGB and LAB color spaces. These nodes aim to distinguish colored images from black and white, including those with color tints.
This is a custom node that allows you to easily call up and set image size presets. Settings can be made by editing the included config.yaml. It is almost identical to Comfyroll Studio's CR AspectRatio. I created it because I wanted to easily edit the presets.
Nodes:Webcam Capture
This custom node detects body parts (currently only hands) from the received image and outputs the image if the skeleton can be estimated.
All Credits go to the original Repo: [a/Hzzone/pytorch-openpose](https://github.com/Hzzone/pytorch-openpose).
Nodes: TAESD VAE Decode
This is a simple node for creating prompts using a .csv file. I created this node as an easy way to output different prompts each time a workflow is run.
Load png image sequentially with metadata
Nodes:Cascade Resolutions
Nodes: RK_CivitAIMetaChecker, RK_CivitAIAddHashes.
This extension introduces QR code nodes for the Comfy UI stable diffusion client. NOTE: ComfyUI qrcode extension required.
This extension is a node that directly expands the functionality of KSampler, rather than being in the form of a custom node. [w/Workflows created using this feature are not compatible with other users.]
Based off of: [a/Birch-san/diffusers-play/approx_vae](https://github.com/Birch-san/diffusers-play/tree/main/approx_vae). This ComfyUI node allows you to quickly preview SDXL 1.0 latents.
Custom nodes for ComfyUI by unwdef.
Modify text by condition.
Adds a custom node for saving images in webp, jpeg, avif, jxl (no metadata) and supports loading workflows from saved images
This extension can send HTTP Requests. You can request image generation to StableDiffusion3 and post images to X (Twitter) and Discord.
You'll get a new node Latent Size Selector, you can pick the x and y sizes from a list.
You can use memeplex and DALL-E thru ComfyUI. You need API keys.
Get random images from gelbooru, support multiple tag searches, exclude tags, etc. user and api key are optional.
This Extension adds a few custom QOL nodes that ComfyUI lacks by default.
This fork of the official StabilityAI repository contains a number of enhancements and implementations.
Run [a/First Order Motion Model](https://github.com/AliaksandrSiarohin/first-order-model) for Image Animation in ComfyUI.
This custom node for ComfyUI allows you to save images in multiple formats, including PNG, JPG, WebP, and ICO. [w/ComfyUI-Save-Multi-Format is renamed to SaveAs. Remove previous one and reinstall to this.]
This plugin is mainly based on Minio, implementing the ability to read images from Minio, save images, facilitating expansion and connection across multiple machines.
This custom node allow upscaling an image by a factor using a model.
A very useful automatic cropping tool! It can realize cropping, expansion and rotation functions in the form of a slider.
ComfyUI-Azure-Blob-Storage seamlessly integrates with [a/Azure Blob Storage](https://azure.microsoft.com/en-us/products/storage/blobs/) in ComfyUI. This open-source project provides custom nodes for effortless loading and saving of images, videos, and checkpoint models directly from Azure blob containers within the ComfyUI graph interface.
An OCR node for detect text in image and returns covering mask.
This node is mainly based on [a/OmDet](https://github.com/om-ai-lab/OmDet) for object detection, and it outputs related images, masks, and Labelme JSON information.
A custom node for ComfyUI that integrates LM Studio's vision models to generate text descriptions of images. It provides a flexible and customizable way to add image-to-text capabilities to your ComfyUI workflows, working with LM Studio's local API.
Nodes:TdxhImageToSize, TdxhImageToSizeAdvanced, TdxhLoraLoader, TdxhIntInput, TdxhFloatInput, TdxhStringInput. Some nodes for stable diffusion comfyui. Sometimes it helps conveniently to use less nodes for doing the same things.
With this node you can upload text files to input folder from your local computer.
This extension offers automatic drums extraction from audio files, as well as a few helper nodes to support my audio synchronization AnimateDiff workflows.
Nodes:MTCLIPEncode
Converts booru tags to a format suitable for Waifu Diffusion(or Danbooru based models).
A ComfyUI node to download models(Checkpoints and LoRA) from external links and act as an output standalone node.
A Simple Python RSS Feed Reader to create Prompts in Comfy UI
Nodes:Image cropping tool
This extension provides the StringToolsConcat node, which concatenates multiple texts, and the StringToolsRandomChoice node, which selects one randomly from multiple texts.
Nodes: Primitive BBOX, BBOX Padding, BBOX Resize, ImageResize KeepRatio.
The CS Transform node is a custom node for ComfyUI that applies a series of transformations to an input image and mask. The transformations include scaling, rotation, and translation, all centered around a specified pivot point. The node ensures that the transformed image is properly accommodated within a canvas, which can be expanded if needed.
Nodes:ImageRequestNode
A collection of nodes for rerouting multiple I/O lines together in a bus.
Node:SendBase64ToRemote. To connect to another ComfyUI server.
Auto translate all languages to english
Store text to Key-Values pair json.
A collection of nice utility nodes for ComfyUI
Simple node for sharing latent image size between nodes. Preset dimensions for SD and XL.
Add a button to the menu to save and load the running queue and the pending queues. This is intended to be used when you want to exit ComfyUI with queues still remaining.
Two custom nodes are included for modifying a prompt to create prompt variations. ScramblePrompts [m9]: Reorder prompts, remove prompts, modify weights TweakWeights [m9]: Modify the weights of prompts matching keywords
ComfyUI extension with patches and nodes. Patches:Preview device, Extension device, Temperature, Memory estimation, Optimizations, Easy generic inputs, Easy multiple inputs. NODES: Image nodes, Image/Area nodes, Image/Blip nodes, Image/Face nodes, Sampling nodes, Patch nodes, Primitive nodes, Primitive/Conversion nodes, Primitive/Process nodes, Workflow nodes, etc...
Nodes: MPN Switch, MPN Reroute, PN Switch. This is a set of custom nodes for ComfyUI. Mainly focus on control switches.
A ComfyAI submit node to upload images to DoubTech.ai
String utility for ComfyUI
Basic Color Nodes for ComfyUI
Nodes:INSPY removebg ModelLoader, INSPY RMBG
Add more endpoints to make easy for utilizing ComfyUI API.
Improved DanTagGen implementation that posesses all functionality of the A1111 webui extension.
Node: utils/Simple Counter This node is a simple counter, when pressing 'Queue Prompt' resets the count.
Custom nodes for ComfyUI by Eagleshadow.
Nodes: Empty Latent Randomizer (9 Inputs)
Nodes:LatteVideoGenerator
Nodes to perform tensor operations in ComfyUI
This repository simply caches the CLIP embeddings and subtly accelerates the inference process by bypassing unnecessary computations.
a custom node for [a/StyleShot](https://github.com/open-mmlab/StyleShot.git)
This is a custom node of ComfyUI that downloads and loads models from the input URL. The model is temporarily downloaded into memory and not saved to storage. This could be useful when trying out models or when using various models on machines with limited storage. Since the model is downloaded into memory, expect higher memory usage than usual.
Nodes:FBStringJoin, FBStringSplit, FBMultilineStringList, FBMultilineString
Nodes:Image Blending Mode Mask
Simple nodes to help clean up your workflow, mostly focussed on text operations.
This project is a ComfyUI version of [a/sd-webui-segment-anything](https://github.com/continue-revolution/sd-webui-segment-anything). At present, only the most core functionalities have been implemented. I would like to express my gratitude to [a/continue-revolution](https://github.com/continue-revolution) for their preceding work on which this is based.
Nodes:ImageLoader, ImageSaver, ImagesSaver, ImageResize, ImageSize.
An extension for ComyUI that allows resetting a node's inputs to their default values
A node to set workflow settings.
Post images and video to Discord. Nodes to facilitate communication using REST.
Tools for scaling images and latents appropriate to SD3 in ComfyUI.
A bunch of nodes that can be useful to manipulate primitive types (numbers, text, ...) Also some helpers to generate text and timestamps.
Nodes:Abracadabra Summary, Abracadabra
Nodes: OTX Multiple Values, OTX KSampler Feeder. This extension provides custom nodes for ComfyUI created for personal projects. Made available for reference. Nodes may be updated or changed intermittently or not at all. Review & test before use.
provide extra api to run prompt request with parallel execution of independent node
Nodes: Get Danbooru, Tag Encode
Nodes: VAE Processor, VAE Loader, Background Remover
Nodes:Blender viewport color, Blender Viewport depth
[a/ImageMagick](https://imagemagick.org/index.php) nodes for ComfyUI. Adds nodes to call ImageMagick subprocesses from ComfyUI. Requirements: [a/ImagMagick7](https://imagemagick.org/script/download.php), 'magick' command in your CLI environment.
This repository contains a simple custom node for ComfyUI that implements familiar PS-style blend modes using PyTorch. The PSBlendNode allows you to blend two images together using a variety of blend modes and an opacity parameter.
Nodes:Create N-Token String
Nodes:YOLO Classifier Model Loader, YOLO Classify.
Nodes:SegToMask
Provides a custom node to load config for sampler nodes from a yaml file.
ComfyUI-Classifier is a custom node for ComfyUI that uses a zero-shot classification model to classify text inputs based on a set of candidate labels. This node leverages the power of Hugging Face Transformers to provide accurate and flexible text classification.
Unofficial support for Hugging Face's hosted inference.
Nodes: InvisibleWatermarkEncode
Nodes:Image Dimension Resizer, Image Sizer, Random Ratio, Show Text, Random Title Character, Random Wildcard Tag Picker, Random Show Atm Loc Outfit, Contains Word, Elements Concatenator, ...
Text Randomization and Formatting, JSON Extraction and Processing, SD3 Resolution Solver
Nodes:Enhanced Save Node
Russian localization of ComfyUI, ComafyUI-Manager & more...
Nodes: that we currently provide the package only for x86-64 linux, such as Ubuntu or Debian, and Python 3.8, 3.9, and 3.10.
A collection of custom nodes to help with saving images, providing generation parameters, static literal nodes, and other useful nodes.
Nodes:LoraWithMetadata, TypecasterImage.
This provides a single node openai > Open AI query node that takes a system prompt and user message and sends them to chatGPT 3.5 Note, you MUST have an OPEN AI API key stored in the environment variable OPENAI_API_KEY in order for this to work.
Nodes:RandomPrompt, RandomPromptMixed, ImageScaleTo, EmptyLatentImageScaleBy, LoraLoaderExtended, Save Image w/Metadata, CheckpointLoaderSimpleExtended
Nodes: Submit Image (Parameters), Submit Image. A collection of loaders that use a shared common online data source rather than relying on the files to be present locally.
Nodes: CLIPTextEncodeSDXL-Multi-IO, CLIPTextEncodeSDXL-Pipe, Empty Latent Image from Aspect-Ratio, Random Find and Replace.
prediction boost custom node for ComfyUI
Nodes:Badman_Blend, Badman_HexGenerator, Badman_String, Badman_Concat_String, Badman_Print, BadmanIO, BadmanIntUtil
A custom node that returns the generation time of the KSampler. Intended for benchmarking or debugging.
Adds a CLS button to clear the console.
Nodes:Loop, LoopStart, LoopEnd, LoopStart_SEGIMAGE, LoopEnd_SEGIMAGE
Nodes: NudenetDetector
Nodes:ImageLoadFromBase64, ImageLoadByPath, ImageLoadAsMaskByPath, ImageSaveToPath, ImageSaveAsBase64, VHSFileNamesToStrings(IOHelpers).
Store settings by model.
Nodes:SimpleAspectRatio
This extension provides nodes that allow experimentation with various elements (samplers, latent, activators, attenuator, scheulders, ...) of Stable Diffusion.
Custom nodes to aid in the exploration of Latent Space
A feature that sends an email via Gmail once image generation is completed in Comfy-ui.
This is a node for using cohere (Command R+) from ComfyUI. You need to edit the startup .bat file of ComfyUI and describe the API key obtained from Cohere as follows.
Nodes:Ignore Braces, Settings Switch.
Comfyui Custom Nodes for Showrunner
Nodes:FaceCompare
Nodes:Send Http Request. You can use this node to save full size images through the websocket.
Nodes:DynamicSampler, MeasuredSampler, ResolveMaskPromise
Meme Maker Node for ComfyUI.
Nodes: Ultimate Concat (Mobile), Send Notification (Mobile), Settings Launcher (Mobile), Settings Launcher Outputs (Mobile)
Nodes:Apply Meanshift Filter
Nodes:ImageLoadFromBase64, ImageLoadByPath, ImageLoadAsMaskByPath, ImageSaveToPath, ImageSaveAsBase64.
ComfyUI Custom Node to Rotate Images, Img2Img node.
Converts booru tags to a format suitable for Waifu Diffusion(or Danbooru based models).
Nodes: DSP Image Concat
Nodes:Masks to Colored Masks, Color Picker
Nodes:commonly_node.
Nodes:Apply Kmeans Filter
Nodes:LoadFromS3, LoadBatchFromS3, SaveToS3, SaveBatchToS3
Nodes:A_Face3DSwapper, A_FaceCrop, A_FacePaste, A_OpenPosePreprocessor, A_EmptyLatentImageLongside, A_GetImageSize, AlkaidLoader, AdapterFaceLoader, AdapterStyleLoader, ...
ComfyUI: Novakid. A node.
Nodes:SingleImageDataUrlLoader
This is a simple plugin for ComfyUI that allows you to import A1111 CSV styles into ComfyUI prompts.
a comfyui plugin for image to comic
a comfyui plugin for image to avatar
ComfyUI custom nodes for working with [a/Ollama](https://github.com/ollama/ollama). NOTE:Assumes that an Ollama server is running at http://127.0.0.1:11434 and accessible by the ComfyUI backend.
Removes background using Transparent Background
Data Research And Manipulators Nodes for Model Trainers, Artists, Designers and Animators. Captions, Visualizer, Text Manipulator NOTE: This repo is renamed to ComfyUI-DataSet.
Nodes:Send Video to Discord
Nodes of EvaluateMultiple1, EvaluateMultiple3... Support the execution of any fragment of Python code, generating multiple outputs from multiple inputs.
Nodes:Multi Lora Loader, Random (Prompt), Combine (Prompt), CSV Prompts Loader
Nodes: Center Calculation. Improved Numerical Calculation for ComfyUI
Custom Image processing ComfyUI Nodes
If you wish to incorporate these changes into your repo, feel free to open an issue and ask. The commits should be pretty clear, and I also label almost all changes with #HACK so a full text search will work too. Please let me know if you decide to incorporate any of these changes into your LivePortrait implementation so I can direct people to you repository. I do not intend to maintain this repo. Some operations are simply not supported on MPS and I didn't rewrite them. Most of my changes are just to .cuda calls and that sort of thing. Many operations are still done on CPU, so don't expect awesome performance.
Misc Text Nodes for Comfy UI
Nodes:Advance Aesthetic Score
Simple JS application based on ComfyUI which takes prompt and style picture from user and runs hardcoded workflow inference returning generated image to user.
Nodes:Save Image with Options
Nodes:Private ImageCPostprocessor
Nodes: KepRotateImage
Node: Color Enhance, Color Blend. This is the same algorithm GIMP/GEGL uses for color enhancement. The gist of this implementation is that it converts the color space to CIELCh(ab) and normalizes the chroma (or [colorfulness](https://en.wikipedia.org/wiki/Colorfulness)] component. Original source can be found in the link below.
This is a custom node for Comfy UI. It mainly wraps itertools.product and can be used to create patterns by combining prompts. It is recommended to install this custom node in combination with the nodes from the WAS Node Suite.
Nodes:ColorListMaskToImage, FlattenAndCombineMaskImages
Nodes:Jamworks_Login, Jamworks_Download, Shell_Command. A Simple Client for Jamworks Platform DAM Integration
add http api http://127.0.0.1:8188/comfyui-run/run use in other llm project.
connection nodes for api requests, fully supports promptLAB
Nodes:Image Crop Fit, OFF SEGS to Image, Crop Center wigh SEGS, Watermarking, GW Number Formatting Node.
A ComfyUI extension for generating captions for your images. Runs on your own system, no external services used, no filter.
Nodes:Image Emoji Overlay
Nodes:BK Img To Color, BK Color Selector
Nodes:Caching Image Loader.
Nodes for ComfyUI in order to generate battelmaps
Nodes:Merge Tag, Clear Tag, Add Tag, Load Images Pair Batch, Save Images Pair
Node:GCP Storage Node. Support google-cloud-storage.
Nodes: BinaryImageMask, ImagePadding, LoadLastCreatedImage, RandomMask, TransparentImage.
Nodes:FastImageListToImageBatch
Just a simple substring node that takes text and length as input, and outputs the first length characters.
Nodes:SizeFromArray
Nodes:Close Images Searcher
Path utility for ComfyUI
Nodes:load images (queue tools). tools made for queueing in comfyUI
Misc Nodes: ControlNet Selector Node, Load Optional ControlNet Model
A ComfyUI utility plugin designed to optimize the latent space for generating high-quality results. It approximates the closest size model for better generation results.
Node Pack mostly for manipulating strings and integers
This extension provides styler nodes for SDXL. NOTE: Due to the dynamic nature of node name definitions, ComfyUI-Manager cannot recognize the node list from this extension. The Missing nodes and Badge features are not available for this extension.
Nodes: Combine ZHGMasks, Cover ZHGMasks, ZHG FaceIndex, ZHG SaveImage, ZHG SmoothEdge, ZHG GetMaskArea, ...
Some simple string tools to modify text and strings in ComfyUI.
Text file utility for ComfyUI
Shamelessly copied the code to auto color correct the image like in gimp from this answer: [a/https://stackoverflow.com/a/56365560/4561887](https://stackoverflow.com/a/56365560/4561887)
Nodes:Change Image Border
Nodes: Image Crop and Resize by Mask, Image Uncrop, Image Shadow, Optical Flow (Dip), Warp Image with Flow, Image Threshold (Channels), Finetune Variable, Finetune Analyze, Finetune Analyze Batch, ... Misc ComfyUI nodes by Rick Love
This is a custom node for ComfyUI that automatically saves your AI-generated images specifically to [a/www.txt2any.com](http://www.txt2any.com/).
1 node to have control over your workflow.
Nodes: RErouter, String (RE), Int (RE)
image to sticker
comfyui node
ComfyS3 helpful util nodes for dynamic workflows
workflow.json -> workflow_api.json
comfy ui custom node that returns an image from a batch based on selected criteria such as RGB value, brightness, etc (credits to chris goringe's custom nodes tutorial ).
Nodes:CRE8IT Serial Prompter, CRE8IT Apply Serial Prompter, CRE8IT Image Sizer. A few simple nodes to facilitate working wiht ComfyUI Workflows
Strings should be easy, and simple. This extension aims to provide a set of nodes that make working with strings in ComfyUI a little bit easier.
Get Mask Dimensions
Nodes:BBOXPadding, BBOXResize, ResizeKeepRatio.
some comfyui custom nodes to set it as known type
Nodes:IW SaveString, IW PrintString, IW ReplaceString, IW StringNode, IW StringConcat, IW TokenizerVocab, IW JsonPickItem.
Download the model from huggingface and put it in any directory.
Nodes:Init Layer Info Array, Added Layer Info To Array, Layer Info Array Fuse, Layer Image Seleted, Layer Images IPAdapter Advanced, Enhanced Random Light Source
GetFileNameFromURL is a ComfyUI custom node that extracts the filename from a URL. It can handle various URLs and is capable of handling redirects.
A custom node on ComfyUI that saves images in AVIF format. Workflow can be loaded from images saved at this node.