Discover ComfyUI Extensions & Nodes

ComfyUI-Manager itself is also a custom node.

This node pack offers various detector nodes and detailer nodes that allow you to configure a workflow that automatically enhances facial details. And provide iterative upscaler. NOTE: To use the UltralyticsDetectorProvider, you must install the ComfyUI Impact Subpack separately.

This node pack provides nodes that complement the Impact Pack, such as the UltralyticsDetectorProvider.

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.

Nodes: ModelSamplerTonemapNoiseTest, TonemapNoiseWithRescaleCFG, ReferenceOnlySimple, RescaleClassifierFreeGuidanceTest, ModelMergeBlockNumber, ModelMergeSDXL, ModelMergeSDXLTransformers, ModelMergeSDXLDetailedTransformers.

This node enables the best performance on NVIDIA RTX™ Graphics Cards (GPUs) for Stable Diffusion by leveraging NVIDIA TensorRT.

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.

Nodes: ColorBlend, ControlLoraSave, GetImageSize. NOTE: Control-LoRA recolor example uses these nodes.

Plug-and-play ComfyUI node sets for making ControlNet hint images.

A custom node suite for Video Frame Interpolation in ComfyUI

Implementation of MDM, MotionDiffuse and ReMoDiffuse into ComfyUI.

A minimalistic implementation of [a/Robust Video Matting (RVM)](https://github.com/PeterL1n/RobustVideoMatting/) in ComfyUI

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 CLIPSeg node generates a binary mask for a given input image and text prompt. NOTE:This custom node is a forked custom node with hotfixes applied from the [a/original repository](https://github.com/biegert/ComfyUI-CLIPSeg), which is no longer maintained.

These custom nodes provides features that allow for better control over the effects of the text prompt.

Advanced CLIP Text Encode (if you need A1111 like prompt. you need this. But Cutoff node includes this feature, already.)

This extension contains 6 nodes for ComfyUI that allows for more control and flexibility over the noise.

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.

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**)

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.]

a collection of nodes to explore Vector and image manipulation

This extension offers various audio generation tools

Automate calculation depending on image sizes or something you want.

CLIPTextEncodeBLIP: This custom node provides a CLIP Encoder that is capable of receiving images as input.

A node suite for ComfyUI with many new nodes, such as image processing, text processing, and more.

Nodes: ModelMergeByPreset. Merge checkpoint models by preset

Nodes: WAS_PFN_Latent. Perlin Power Fractal Noisey Latents

Power Noise Suite contains nodes centered around latent noise input, and diffusion, as well as latent adjustments.

This custom node provides advanced settings for FreeU.

Nodes:Conditioning (Blend), Inpainting VAE Encode (WAS), VividSharpen. Experimental nodes, or other random extra helper nodes.

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.

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.

A node suite for ComfyUI that allows you to load image sequence and generate new image sequence with different styles or content.

A collection of post processing nodes for ComfyUI, simply download this repo and drag.

This tool provides a viewer node that allows for checking multiple outputs in a grid, similar to the X/Y Plot extension.

Nodes: Pixel Sort, Swap Color Mode, Solid Color, Glitch This, Add Text To Image, Play Sound, Prettify Prompt, Generate Noise, Flatten Colors

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.

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).

Nodes: Image Remove Background (rembg)

Nodes: MergeBlockWeighted

Nodes: image_layering, color_correction, model_router

Auto-MBW for ComfyUI loosely based on sdweb-auto-MBW. Nodes: auto merge block weighted

Run ComfyUI workflows on multiple local GPUs/networked machines. Nodes: Remote images, Local Remote control

Custom node to convert the lantents between SDXL and SD v1.5 directly without the VAE decoding/encoding step.

Upscaling stable diffusion latents using a small neural network.

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.]

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.

This extension aims to add support for various random image diffusion models to ComfyUI.

GGUF Quantization support for native ComfyUI models This is currently very much WIP. These custom nodes provide support for model files stored in the GGUF format popularized by llama.cpp. While quantization wasn't feasible for regular UNET models (conv2d), transformer/DiT models such as flux seem less affected by quantization. This allows running it in much lower bits per weight variable bitrate quants on low-end GPUs.

A custom node for ComfyUI, which can select one or some of images from a batch.

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).[w/NOTE:ComfyUI-dpmpp_2m_alt-Sampler is renamed to StableDiffusion-dpmpp_2m_alt-Sampler. Please reinstall.]

Manipulation nodes for Image, Latent

Nodes: DeepFloyd, Filter, Select, Save, Decode, Encode, Repeat, Noise, Noise

A simple local text generator for ComfyUI utilizing [a/ExLlamaV2](https://github.com/turboderp/exllamav2). [w/NOTE:Manual package installation is required.]

Image scoring nodes for ComfyUI using PickScore with a batch of images to predict which ones fit a given prompt the best.

Nodes: PoseNode, PainterNode, TranslateTextNode, TranslateCLIPTextEncodeNode, DeepTranslatorTextNode, DeepTranslatorCLIPTextEncodeNode, ArgosTranslateTextNode, ArgosTranslateCLIPTextEncodeNode, PreviewTextNode, HexToHueNode, ColorsCorrectNode, IDENode.

A ComfyUI extension allowing the interrogation of booru tags from images.

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

Nodes: CalculateAestheticScore, LoadAesteticModel, AesthetlcScoreSorter, ScoreToNumber. Aesthetic score for ComfyUI

This extension offers various pipe nodes, extensive XYZ plotting, fullscreen image viewer based on node history, dynamic widgets, interface customization, and more.

Nodes: Plasma Noise, Random Noise, Greyscale Noise, Pink Noise, Brown Noise, Plasma KSampler

ComfyUI custom nodes to apply various image processing techniques.

A novel weighting scheme for token vectors from CLIP. Allows a wider range of values for the weight. Inspired by Perp-Neg.

Scaled Uniform Noise for Ancestral and Stochastic samplers

Perpendicular CFG for reducing oversaturation issues with high guidance scale values.

ComfyUI nodes for the Ultimate Stable Diffusion Upscale script by Coyote-A.

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))

ComfyUI nodes for the roop A1111 webui script.

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)

Modularized version of Disco Diffusion for use with ComfyUI.

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

NODES: Dynamic Prompts Text Encode, Feeling Lucky Text Encode, Output String

Allor is a plugin for ComfyUI with an emphasis on transparency and performance.

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, ...

Implementation of AutoGen inside ComfyUI. This repository is under development, and not everything is functioning correctly yet.

This node allows downloading models directly within ComfyUI for easier use and integration.

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.]

ComfyUI extension that adds undo (and redo) functionality.

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.

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.

An 'opinionated' Wave Function Collapse implementation with a set of nodes for comfyui

image and latent quilting nodes for 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.

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.

ComfyUI node that pixelizes images.

Nodes such as CLIP Text Encode++ to achieve identical embeddings from stable-diffusion-webui for ComfyUI.

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.

ComfyUI reference implementation for [a/PhotoMaker](https://github.com/TencentARC/PhotoMaker) models. NOTE: PhotoMaker V2 is supported.

ComfyUI node for Semantic-aware Guidance based on the [a/paper](https://arxiv.org/abs/2404.05384) 'Rethinking the Spatial Inconsistency in Classifier-Free Diffusion Guidance'

NODES: ImageRewardLoader, ImageRewardScore

Custom nodes for easier use of SDXL in ComfyUI including an img2img workflow that utilizes both the base and refiner checkpoints.

A prompt-generator or prompt-improvement node for ComfyUI, utilizing the power of a language model to turn a provided text-to-image prompt into a more detailed and improved prompt.

custom node for ComfyUI to perform simple math operations

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.

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.

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.

[a/PuLID](https://github.com/ToTheBeginning/PuLID) ComfyUI native implementation.

This is an (very) advanced and (very) experimental custom node for the ComfyUI. It allows you to iteratively change the blocks weights of Flux models and check the difference each value makes.

A set of custom nodes for creating image grids, sequences, and batches in ComfyUI.

Nodes: Prompt Agent, Prompt Agent (String). This script provides a prompt agent node for the Comfy UI stable diffusion client.

Nodes: Image URL to Text, Image to Text.

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.

A ComfyAI submit node to upload images to DoubTech.ai

This extension introduces QR code nodes for the Comfy UI stable diffusion client. NOTE: ComfyUI qrcode extension required.

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.

A comprehensive set of custom nodes for ComfyUI, focusing on utilities for image processing, JSON manipulation, model operations and working with object via URLs

Nodes: MSSqlTableNode, MSSqlSelectNode. This extension provides custom nodes to interact with MSSQL.

Nodes: Make Square Node, Interrogate Node, TextEncodeAIO

Provides Math Nodes for ComfyUI. Boolean Logic, Integer Arithmetic, Floating Point Arithmetic and Functions, Vec2, Vec3, and Vec4 Arithmetic and Functions

Tired of manually downloading and moving models, LoRAs, and more to the right places? Sick of scouring Civitai for that one mystical LoRA someone was using to make that cool image? Want to be share a fully reproducable workflow?

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.

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.]

SDXL Prompt Styler is a node that enables you to style prompts based on predefined templates stored in a JSON file.

These custom nodes provide a variety of customized prompt stylers based on [a/twri/SDXL Prompt Styler](https://github.com/twri/sdxl_prompt_styler).

This custom node provides the capability to manipulate multiple string inputs.

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.

Nodes for convenient prompt editing, making many common operations prompt-controllable

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.

Nodes:MUJinjaRender, MUSimpleWildcard

An implementation of adaptive guidance for ComfyUI See [a/https://bcv-uniandes.github.io/adaptiveguidance-wp](https://bcv-uniandes.github.io/adaptiveguidance-wp)

A very barebones mostly-copypaste implementation of [a/https://github.com/xie-lab-ml/Golden-Noise-for-Diffusion-Models](https://github.com/xie-lab-ml/Golden-Noise-for-Diffusion-Models)

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.]

Nodes: JWInteger, JWFloat, JWString, JWImageLoadRGB, JWImageResize, ...

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.

Nodes: InpaintMediapipe. This node provides a simple interface to inpaint.

Nodes: Remove Image Background (abg). A Anime Background Remover node for comfyui, based on this hf space, works same as AGB extention in automatic1111.

Nodes: Prompt With Style, Prompt With SDXL, Resize Image for SDXL, Save Image With Prompt Data, HaldCLUT, Empty Latent Ratio Select/Custom SDXL

node color customization, custom colors, dot reroutes, link rendering options, straight lines, group freezing, node pinning, automated arrangement of nodes, copy image [w/failfast-comfyui-extensions is renamed to blibla-comfyui-extensions. Please resintall to this.]

Nodes: AstropulsePixelDetector, BackgroundRemover, ImagePadForBetterOutpaint, InpaintingPipelineLoader, Inpainting, ...

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 ...

Nodes for scheduling ControlNet strength across timesteps and batched latents, as well as applying custom weights and attention masks.

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.]

Nodes related to video workflows

The Fast and Simple 'roop-like' Face Swap Extension Node for ComfyUI, based on ReActor (ex Roop-GE) SD-WebUI Face Swap Extension

This extension collapses 'future warning' messages in your Console

Nodes:FaceSwapNode. Very basic custom node to enable face swapping in ComfyUI. (roop)

Nodes: LoadImageFromPath. Load Image From Path loads the image from the source path and does not have such problems.

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.

QR generation within ComfyUI. Contains nodes suitable for workflows from generating basic QR images to techniques with advanced QR masking.

A set of ComfyUI nodes to quickly test generated QR codes for scannability. A companion project to ComfyQR.

This node manipulates the pixel art image in ways that it should look pixel perfect (downscales, changes palette, upscales etc.).

NODES:Eagle Image Node for PNGInfo, SDXL Resolution Presets (ws), SDXL Prompt Styler, SDXL Prompt Styler Advanced

This extension allows users to load styles from a CSV file, primarily for migration purposes from the automatic1111 Stable Diffusion web UI.

An extension to ComfyUI that introduces logic nodes and conditional rendering capabilities.

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

Nodes: Int, Float, String, Operation, Checkpoint

Nodes: Build Gif, Special CLIP Loader. It offers various manipulation capabilities for the internal operations of the prompt.

This extension provides a custom node that allows the use of [a/Matte Anything](https://github.com/hustvl/Matte-Anything) in ComfyUI.

Nodes: KepRotateImage

Nodes: TAESD VAE Decode

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.

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).

ComfyUI custom nodes to apply various latent travel techniques.

A set of custom nodes to perform image 2 image functions in ComfyUI.

Nodes: Empty Latent Randomizer (9 Inputs)

Nodes: NoisyLatentPerlin. This allows to create latent spaces filled with perlin-based noise that can actually be used by the samplers.

Nodes:LoadLoraWithTags. Save/Load trigger words for loras from a json and auto fetch them on civitai if they are missing.

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.

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 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.

Provides the ability to set the temperature for both UNET and CLIP. For ComfyUI.

Allows to sample without generating any uncond with Stable Diffusion!

A set of nodes to prepare the noise predictions before the CFG function

A powerful anti-burn allowing much higher CFG scales for latent diffusion models (for ComfyUI)

Heuristic modification of the Heun sampler using a custom function based on normalized distances. For ComfyUI.

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

ComfyUI nodes primarily for seed and filename generation

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.]

A ComfyUI custom node to read LoRA tag(s) from text and load it into checkpoint model.

Nodes: Seed, Reroute, Context, Lora Loader Stack, Context Switch, Fast Muter. These custom nodes helps organize the building of complex workflows.

It provides language settings. (Contribution from users of various languages is needed due to the support for each language.)

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

Bridge between ComfyUI and blender's ComfyUI-BlenderAI-node addon.

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

Nodes: BilboX's PromptGeek Photo Prompt. This provides a convenient way to compose photorealistic prompts into ComfyUI. Post-Processing: adds various post processing effects. Bonus: Option to show a distant server shutdown menu.

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.

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: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.

ComfyUI version of https://github.com/laksjdjf/pfg-webui. (To use this extension, you need to download the required model file from **Install Models**)

The custom nodes of laksjdjf have been integrated into the node pack of cgem156🍌. NOTE:This includes the attention couple feature.

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.

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 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?)

Nodes:CLIP Text Encode (Batch), String Input, Batch String

Nodes:Asymmetric_Tiling_KSampler.

Pause image generation when GPU temperature exceeds threshold.

Dynamic prompt expansion, powered by GPT-2 locally on your device.

Instantly replace your image's background.

Nodes:TC_EqualizeCLAHE, TC_SizeApproximation, TC_ImageResize, TC_ImageScale, TC_ColorFill.

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.

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.

A custom node for Stable Diffusion ComfyUI to enable easy selection of image resolutions for SDXL SD15 SD21

Nodes: LLLiteLoader

Nodes: SDXLRecommendedImageSize, JjkText, JjkShowText, JjkConcat. A set of custom nodes for ComfyUI - focused on text and parameter utility

Easy prompting for generation of endless random art pieces and photographs!

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.

A suite of custom nodes for ConfyUI that includes GPT text-prompt generation, LoadVideo,SaveVideo,LoadFramesFromFolder and FrameInterpolator

A simple sidebar for ComfyUI.

Nodes:LFO_Triangle, LFO_Sine, SawtoothNode, SquareNode, PulseNode. ComfyUI custom nodes to create Low Frequency Oscillators.

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.

Add Switch on nodes, Make nodes amount small! It helps conveniently to use less nodes for doing the same things.

WarpFusion workflow wrapper for ComfyUI

Nodes:MultiLora Loader, Lora Text Extractor. Provides a node for assisting in loading loras through text.

Nodes:TacoLatent, TacoAnimatedLoader, TacoImg2ImgAnimatedLoader, TacoGifMaker.

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.

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.

Nodes: Latent Mirror. Node to mirror a latent along the Y (vertical / left to right) or X (horizontal / top to bottom) axis.

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?

Provides nodes and server API extensions geared towards using ComfyUI as a backend for external tools.

Nodes for better inpainting with ComfyUI. Adds various ways to pre-process inpaint areas. Supports the Fooocus inpaint model, a small and flexible patch which can be applied to any SDXL checkpoint and will improve consistency when generating masked areas.

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.

This extension offers various nodes that are useful for Deforum-like animations in ComfyUI.

Provide utilities for batch based video generation workflows (s.a. AnimateDiff and Stable Video Diffusion).

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).

ComfyUI Easy Padding is a simple custom ComfyUI node that helps you to add padding to images on ComfyUI.

Character face swap with LoRA and embeddings.

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: CLIPTextEncodeSDXL-Multi-IO, CLIPTextEncodeSDXL-Pipe, Empty Latent Image from Aspect-Ratio, Random Find and Replace.

Manage models: browsing, download and delete.

Image Browsing: browsing, download and delete.

Implements iteration over sequences within a single workflow run. [w/NOTE: This node replaces the execution of ComfyUI for iterative processing functionality.]

ComfyUI custom user.css and some script stuff. mainly for web interface.

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.

Nodes: Base64Image Input Node, Base64Image Output Node. [a/A8R8](https://github.com/ramyma/a8r8) supporting nodes to integrate with ComfyUI

Node for generating almost seamless textures, based on similar setting from A1111.

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.

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.

Image and matte filtering nodes for ComfyUI `image/filters/*`

Unofficial ComfyUI implementation of [a/RAVE](https://rave-video.github.io/)

Basic support for StyleGAN2 and StyleGAN3 models.

[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.

Based on [a/https://github.com/apple/ml-depth-pro](https://github.com/apple/ml-depth-pro)

A ComfyUI extension to apply better nodes layout algorithm to ComfyUI workflow (mostly for visualization purpose)

The ultimate solution for managing image metadata and multi-tool compatibility. ComfyUI node version of the SD Prompt Reader.

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.

Nodes: Latent Diffusion Mega Modifier. ComfyUI nodes which modify the latent during the diffusion process. (Sharpness, Tonemap, Rescale, Extra Noise)

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.

Adds nodes for Dynamic Thresholding, CFG scheduling, and related techniques.

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.

Nodes to create small variations on noise, to shape noise, and to control noise in batches. Replaces the old 'variation-seed' nodes.

A custom node that pauses the flow while you choose which image (or latent) to pass on to the rest of the workflow.

A set of nodes that allow data to be 'broadcast' to some or all unconnected inputs. Greatly reduces link spaghetti.

Prompt Info

Quickly and easily build a GUI on top of your workflow. Gather just the nodes that you want to see, with no spaghetti, onto controller panels, leaving your workflow untouched in the background.

Nodes: MPN Switch, MPN Reroute, PN Switch. This is a set of custom nodes for ComfyUI. Mainly focus on control switches.

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]

Custom AI prompt generator node for ComfyUI.

Various quality of life -nodes for ComfyUI, mostly just visual stuff to improve usability.

ComfyUI- CCSR upscaler node

Preliminary use of SVD in ComfyUI. NOTE: Quick Implementation, Unstable. See details on repositories.

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.

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

Fast and accurate monocular depth estimation.

Node to use [a/DDColor](https://github.com/piddnad/DDColor) in ComfyUI.

This is a trainer for AnimateDiff MotionLoRAs, based on the implementation of MotionDirector by ExponentialML. NOTE:[a/ADMotionDirector](https://github.com/ExponentialML/AnimateDiff-MotionDirector)

Moondream image to text query node with batch support

Wrapper nodes to use SUPIR upscaling process in ComfyUI

Wrapper nodes to use DynamiCrafter image2video and frame interpolation models in ComfyUI And this extension supports ToonCrafter as well

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]

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 wrapper nodes to use the Diffusers implementation of ELLA

ComfyUI wrapper node to test LaVi-Bridge using Diffusers

ComfyUI wrapper nodes to use the Diffusers implementation of BrushNet

ComfyUI native nodes for IC-Light

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)

Nodes to use Florence2 VLM for image vision tasks: object detection, captioning, segmentation and ocr

ComfyUI wrapper nodes for Lumina models

Optimized wrapper nodes for MimicMotion: [a/https://github.com/tencent/MimicMotion](https://github.com/tencent/MimicMotion)

Wrapper nodes for OpenDiT: [a/OpenDiT](https://github.com/NUS-HPC-AI-Lab/OpenDiT/), supports Open-Sora t2i and i2i

Nodes for [a/LivePortrait](https://github.com/KwaiVGI/LivePortrait)

Rudimentary wrapper that runs [a/Kwai-Kolors](https://huggingface.co/Kwai-Kolors/Kolors) text2image pipeline using diffusers.

Nodes to use [a/segment-anything-2](https://github.com/facebookresearch/segment-anything-2) for image or video segmentation.

These nodes include my wrapper for the original diffusers pipeline, as well as work in progress native ComfyUI implementation. For the diffusers wrapper models should be downloaded automatically, for the native version you can get the unet [a/here](https://huggingface.co/Kijai/ControlNeXt-SVD-V2-Comfy/blob/main/controlnext-svd_v2-unet-fp16_converted.safetensors).

Currently supports LoRA training, and untested full finetune with code from kohya's scripts: [a/https://github.com/kohya-ss/sd-scripts](https://github.com/kohya-ss/sd-scripts)

Diffusers wrapper for CogVideoX -models: [a/https://github.com/THUDM/CogVideo](https://github.com/THUDM/CogVideo)

Wrapper for PyramidFlow -models: [a/https://github.com/jy0205/Pyramid-Flow](https://github.com/jy0205/Pyramid-Flow)

Nodes to use the OneVision LLaVA models: [a/https://github.com/LLaVA-VL/LLaVA-NeXT](https://github.com/LLaVA-VL/LLaVA-NeXT)

Original repo: [a/https://github.com/luckyhzt/LVCD](https://github.com/luckyhzt/LVCD)

ComfyUI nodes to use Lotus depth/normal prediction. NOTE:The necessary models can be downloaded from ComfyUI-Manager.

NODES:(Down)load MoGe Model, MoGe Process

ComfyUI nodes to use GIMM-VFI frame interpolation

ComfyUI diffusers wrapper nodes for [a/HunyuanVideo](https://github.com/Tencent/HunyuanVideo)

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.]

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.]

Load Image thumbnails, delete images, browse input subfolders.

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.

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.

Include nodes for sam + bpy operation, that allows workflow creations for generative 2d character rig.

Nodes: tri3d-extract-hand, tri3d-fuzzification, tri3d-position-hands, tri3d-atr-parse.

Nodes: add-image-miro-board.

Based on GroundingDino and SAM, use semantic strings to segment any element in an image. The comfyui version of sd-webui-segment-anything.

Nodes:MuseVImg2Vid (comfyui_musev_evolved) NOTE: Download [a/MuseV](https://huggingface.co/TMElyralab/MuseV) to ComfyUI/models/diffusers

Load mp3 files and use the audio nodes to power animations and prompt scheduling. Use with FizzNodes.

Cyberdolphin Suite of ComfyUI nodes for wiring up things.

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).

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.

ymc 's nodes for comfyui. This extension is composed of nodes that provide various utility features such as text, region, and I/O.

some comfyui custom nodes to set it as known type

Nodes:Loader, Prompts, ImageTool, Wildcards, LoadEmbedding, ConditionText, SaveImages, ...

Wildcard implementation that can be reproduced with workflows.

Nodes:RetainFace, FaceFusion, RatioMerge2Image, MaskMerge2Image, ReplaceBoxImg, ExpandMaskBox, FaceSkin, SkinRetouching, PortraitEnhancement, ...

The official ComfyUI version of facechain greatly improves the speed of reasoning and has great custom process controls.

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 text-to-speech plugin used under ComfyUI. It utilizes the Microsoft Speech TTS interface to convert text content into MP3 format audio files.

Nodes:Word Cloud, Load Text File

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.

The nodes detached from ComfyUI Layer Style are mainly those with complex requirements for dependency packages.

A custom node for ComfyUI. It compare two images to rate facial similarity.

[a/CatVTON](https://github.com/Zheng-Chong/CatVTON) warpper for ComfyUI

ComfyUI custom node of OmniGen project.

Small collection of typed primitive nodes.

3D, ScreenShareNode & FloatingVideoNode, SpeechRecognition & SpeechSynthesis, GPT, LoadImagesFromLocal, Layers, Other Nodes, ...

Nodes:Detect By Label.

[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.

[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:Music Gen, Audio Play, Stable Audio

Nodes:Edit Mask

The ComfyUI version of [a/LivePortrait](https://github.com/KwaiVGI/LivePortrait).

Virtual try-on for creating a personal brand wardrobe collection.

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.

This custom node implements a Latent Consistency Model sampler in ComfyUI. (LCM)

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.

Nodes:Prompt editing, Word as Image

ComfyUI custom nodes for inpainting/outpainting using the new latent consistency model (LCM)

Canvas to use with ComfyUI

Nodes: Noxin Complete Chime, Noxin Scaled Resolutions, Load from Noxin Prompt Library, Save to Noxin Prompt Library

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.[w/Does not work with current version of Comfyui]

Nodes:TileSplit, TileMerge.

Nodes:GradientPatchModelAddDownscale (Kohya Deep Shrink).

Use [a/Pilgram2](https://github.com/mgineer85/pilgram2) filters in ComfyUI

Gridswapper takes a batch of latents and spreads them over the necessary amount of grids. It then automatically shuffles the images in the grids for each step. So, a batch of 12 latents for a 2x2 grid will generate 3 grid images in each step. It will then shuffle around the images for the next step. This makes it possible for all images to influence the others during the denoising process. This approach works well for generating 2-4 grids.

Nodes:Color correction.

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.

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.

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.

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.

Nodes:Multi Lora Loader, Random (Prompt), Combine (Prompt), CSV Prompts Loader

This extension adds nodes that allow you to easily serve your workflow (for example using a discord bot)

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.

Random nodes for ComfyUI I made to solve my struggle with ComfyUI (ex: pipe, process). Have varying quality.

Nodes:FEImagePadForOutpaint, FEColorOut, FEColor2Image, FERandomizedColor2Image

Nodes:ImageOverlap-badger, FloatToInt-badger, IntToString-badger, FloatToString-badger, ImageNormalization-badger, ImageScaleToSide-badger, NovelToFizz-badger.

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.

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.

Nodes:Openpose Editor Plus

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.

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.

Nodes:GMIC Image Processing.

Nodes:BreakFrames, GetKeyFrames, MakeGrid.

Nodes:Prompter, RF Noise, SeedMod.

Add custom Metadata fields to your saved PNG files.

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.

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.

This extension simply connects the nodes and specifies the output path of the generated images to a manageable path.

Nodes:Noodle webcam is a node that records frames and send them to your favourite node.

This extension provides various custom nodes. literals, loaders, logic, output, switches

Nodes:Create N-Token String

Nodes:OpenAI DALLe3, OpenAI Translate to English, String Function, Seed Generator

Nodes:SaveTifImage. ComfyUI custom node for purpose of saving image as uint16 tif file.

Nodes:LCMScheduler, SamplerLCMAlternative, SamplerLCMCycle. ComfyUI Custom Sampler nodes that add a new improved LCM sampler functions

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.

Nodes: BinaryImageMask, ImagePadding, LoadLastCreatedImage, RandomMask, TransparentImage.

Nodes:File Padding, Image Info, VAE Loader With Name

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

This node was created to send a webcam to ComfyUI in real time. This node is recommended for use with LCM.

This is the rgb2x wrapper node for ComfyUI. The required models are automatically downloaded on the first run. original project : [a/https://github.com/zheng95z/rgbx](original project : https://github.com/zheng95z/rgbx)

Easily use Stable Video Diffusion inside ComfyUI!

Easily use Magic Animate within ComfyUI! [w/WARN: This extension requires 15GB disk space.]

The best way to run, share, & discover thousands of ComfyUI workflows.

If you want to draw two different characters together without blending their features, so you could try to check out this custom node.

A NSFW/Safety Checker Node for ComfyUI.

Just a bunch of QOL nodes. Normalized Flux Sampling, High Res Latent Picker, Textbox with Token Counter.

Nodes:Image Square Adapter Node, Image Resize And Crop Node

Nodes:XL DreamBooth LoRA, S3 Bucket LoRA

Nodes:YouTube Video Loader. Custom ComfyUI Nodes for video generation

Unofficial implementation of APISR for ComfyUI, both image and video

Nodes:Text_Image_Zho, Text_Image_Multiline_Zho, RGB_Image_Zho, AlphaChanelAddByMask, ImageComposite_Zho, ...

Using Gemini-pro & Gemini-pro-vision in ComfyUI.

ComfyUI Portrait Master 简体中文版.

Nodes:Q-Align Scoring. Implementation of [a/Q-Align](https://arxiv.org/abs/2312.17090) for ComfyUI

Unofficial implementation of [a/InstantID](https://github.com/InstantID/InstantID) for ComfyUI

Unofficial implementation of [a/PhotoMaker](https://github.com/TencentARC/PhotoMaker) for ComfyUI

QWen-VL-Plus & QWen-VL-Max in ComfyUI

My Workflows + Auxiliary nodes for Stable Video Diffusion (SVD)

Unofficial implementation of [a/SegMoE: Segmind Mixture of Diffusion Experts](https://github.com/segmind/segmoe) for ComfyUI

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.]

Unofficial implementation of [a/PixArt-alpha-Diffusers](https://github.com/PixArt-alpha/PixArt-alpha) for ComfyUI

Unofficial implementation of BRIA RMBG Model for ComfyUI.

Unofficial implementation of [a/DepthFM](https://github.com/CompVis/depth-fm) for ComfyUI

Nodes:Phi3mini_4k_ModelLoader_Zho, Phi3mini_4k_Zho, Phi3mini_4k_Chat_Zho

Prompt Visualization | Art Gallery [w/WARN: Installation requires 2GB of space, and it will involve a long download time.]

Animated optical illusions in ComfyUI

Using Qwen-2.5 in ComfyUI

Unofficial implementation of [a/UltraEdit](https://github.com/HaozheZhao/UltraEdit) (Diffusers) for ComfyUI

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, ...

Adds Static Primitives to ComfyUI. Mostly to work with reroute nodes

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

Capture window content from other programs, easyway combined with LCM for real-time painting

A small collection of custom nodes for use with ComfyUI, by [a/Discopixel](https://discopixel.studio)

Nodes: Yolov8Detection, Yolov8Segmentation. Deadly simple yolov8 comfyui plugin

Nodes: ComfyUI Mexx Styler, ComfyUI Mexx Styler Advanced

Nodes: ComfyUI_Mexx_Poster

Nodes: ComfyUI_ImageToText

Accelerate ComfyUI Nodes for Faster Image Generation, Ensuring Consistency Pre and Post-Acceleration, Ideal for Bulk Image Production.

ComfyUI is proud to present a new plugin designed to enhance user experience through seamless integration with Pillow, the powerful fork of Python Imaging Library (PIL). This plugin offers a suite of basic image manipulation tools that are easy to use and integrate directly into the ComfyUI framework.

A collection of utility nodes primarily for interacting with comfy via automated systems

A ComfyUI extension to add spatial anchors/waypoints to better navigate large workflows.

A simple wildcard node for ComfyUI. Can also be used a style prompt node.

Nodes:Ignore Braces, Settings Switch.

Nodes:Keyframe Part, Keyframe Interpolation Part, Keyframe Apply.

Perform Bringing-Old-Photos-Back-to-Life

Color Grading for Stable Diffusion

Add a button that formats the prompts in textfields

Add a button that clears the console

Snaps the menu to the corner automatically

Use the Tab key to switch between textfields

A node that allows you to switch between execution flow

Add a button that formats the workflow graph

Manipulate the details of generations.

This extension helps generate images through NAI.

Nodes:Image Crop Fit, OFF SEGS to Image, Crop Center wigh SEGS, Watermarking, GW Number Formatting Node.

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.

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:visual_anagrams_sample, visual_anagrams_animate

A simply node for hooking in to openAI API based servers via comfyUI

Experimental utility nodes with a focus on manipulation of noised latents

Nodes:DynamicSampler, MeasuredSampler, ResolveMaskPromise

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.

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.

Nodes:BatchImageResizeProcessor, SingleImagePathLoader, SingleImageUrlLoader

A collection of nodes powering a tensor oracle on a home network with automation

VFX nodes, Shaders, Utilities, Mask tools, Prompting Tools, and much more!

A collection of nodes for common tools, including text preview, text translation (multi-platform, multi-language), image loader, webcamera capture.

Nodes:Preview Json, Save Json, Test Json Preview, ... preview and save nodes

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.

To enhance the usability of ComfyUI, optimizations and integrations have been implemented for several commonly used nodes.

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.

Simple node for sharing latent image size between nodes. Preset dimensions for SD and XL.

Logical Utils (compare, string, boolean operations) for ComfyUI

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)

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.

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.

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.

Custom set of nodes used by glif.app. With glif you can build mini apps that are powered by custom comfy workflows.

Nodes:Bing Image Grabber, Zephyr chat, Hermes Chat

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.

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.

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.

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).

Added new models to Groq LLM. Added a new node: Tiktoken Tokenizer Info.

tool set for developing workflow and publish to web api server

Unofficial implementation of DeepSeek for ComfyUI

Unofficial implementation of siliconflow API for ComfyUI How to use:apply api key in ：https://cloud.siliconflow.cn/ add api key in config.json

Unofficial implementation of KLing for ComfyUI

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.

popup preview for comfyui

Powerfull bridge to Photoshop by NimaNzrii

Rui's workflow-specific custom node, written using GPT.

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.

porting audioreactivity pipeline from vktrs to comfyui.

This extension provides various SDXL Prompt Stylers. See: [a/youtube](https://youtu.be/WBHI-2uww7o?si=dijvDaUI4nmx4VkF)

Open source comfyui deployment platform, a vercel for generative workflow infra.

ComfyUI Portrait Master. A node designed to help AI image creators to generate prompts for human portraits.

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.

This fork of the official StabilityAI repository contains a number of enhancements and implementations.

Simple custom nodes for testing and use HiDiffusion technology: https://github.com/megvii-research/HiDiffusion/

A simple seed generator based on special number sequences: Fibonacci, Prime, Padovan, Triangular, Catalan, Pell, Lucas

Experience the CogVideoX model on ComfyUI

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: VAE Processor, VAE Loader, Background Remover

Nodes: Combine ZHGMasks, Cover ZHGMasks, ZHG FaceIndex, ZHG SaveImage, ZHG SmoothEdge, ZHG GetMaskArea, ...

Custom nodes to aid in the exploration of Latent Space

ComfyUI adaptation of https://github.com/G-U-N/Motion-I2V

Nodes: Psd2Png.

Provides some features and nodes related to API calls.

StableDelight: Revealing Hidden Textures by Removing Specular Reflections

Hair transfer

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:RR_Date_Folder_Format, RR_Image_Metadata_Overlay, RR_VideoPathMetaExtraction, RR_DisplayMetaOptions. This extension provides nodes designed to enhance the Animatediff workflow.

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 to use Florence2 VLM for image vision tasks: object detection, captioning, segmentation and ocr

This repo contains nodes for ComfyUI that implement some helpful operations on tensors, such as normalization.

Shows Lora information from CivitAI and outputs trigger words and example prompt

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.

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).

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.

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: Center Calculation. Improved Numerical Calculation for ComfyUI

This extension enables the use of the diffuser pipeline in ComfyUI.

Maintained by Eden.art, this is a growing suite of custom nodes for building advanced pipelines.

Maintained by Eden.art, this is a very fast, well tuned trainer for SDXL and SD15

A custom node on ComfyUI that saves images in AVIF format. Workflow can be loaded from images saved at this node.

Use ngrok to allow external access to ComfyUI. NOTE: Need to manually modify a token inside the __init__.py file.

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.

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.

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.

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 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).

ComfyUI powertools for SD1.5 and SDXL model merging.

Nodes: RErouter, String (RE), Int (RE)

This is a simple implementation StreamDiffusion(A Pipeline-Level Solution for Real-Time Interactive Generation) for ComfyUI

Nodes: LiamLoadImage. This node provides the capability to load images from a URL.

Nodes: LiamLibLoadImage, LiamLibImageToGray, LiamLibSaveImg, LiamLibFillImage, PreviewReliefImage, GetBetterDepthImage, LiamLibSaveText

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.

ComfyUI implemntation for [a/SyncTalk](https://github.com/ZiqiaoPeng/SyncTalk)

Nodes: Shadertoy, Load Audio (from Path), Audio Frame Transform (Shadertoy), Audio Frame Transform (Beats)

An experiment about combining multiple LoRAs with [a/DARE](https://arxiv.org/pdf/2311.03099.pdf)

Nodes:SimpleAspectRatio

Nodes:Caching Image Loader.

Nodes:ImageLoadFromBase64, ImageLoadByPath, ImageLoadAsMaskByPath, ImageSaveToPath, ImageSaveAsBase64, VHSFileNamesToStrings(IOHelpers).

This is a custom node that lets you take advantage of Latent Diffusion Super Resolution (LDSR) models inside 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 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.

Aspect ratio selector for ComfyUI based on [a/sd-webui-ar](https://github.com/alemelis/sd-webui-ar?tab=readme-ov-file).

[a/Onediff](https://github.com/siliconflow/onediff) ComfyUI Nodes.

Nodes:3D Pose Editor

ComfyUI-CameraCtrl-Wrapper

ComfyUI-EasyAnimate

ComfyUI_StreamingT2V

ComfyUI node for [a/Open-Sora-Plan](https://github.com/PKU-YuanGroup/Open-Sora-Plan)

ComfyUI MuseTalk

ComfyUI MuseV

ComfyUI [a/AniPortrait](https://github.com/Zejun-Yang/AniPortrait)

ComfyUI Img2Img-Turbo

ComfyUI Champ

ComfyUI Open Sora NOTE:only supports Linux now

ComfyUI Trajectory

ComfyUI dust3r

ComfyUI Gemma

Better Dynamic, Higher Resolution, and Stronger Coherence!

ComfyUI 3d engine

Pymunk is a easy-to-use pythonic 2d physics library that can be used whenever you need 2d rigid body physics from Python