Controlnet Workflows

Explore 81 workflows and templates powered by Controlnet in ComfyUI.

The tool that expands my art: Xindi Zhang's Oscar-shortlisted thesis, built in ComfyUI

[Creative Campus Showcase] How a USC masters thesis became a Student Academy Award winner, an Oscar shortlist entry, and helped land a job at Amazon - with the artist's own illustrations at the core.

WAN2.2 Animate & Qwen-Image-Edit 2509 Native Support in ComfyUI

New level of pose reference and image editing

Manga/Novel Video Auto-Repaint Tool

Automate manga/novel video creation with AI: extract frames, auto-tag, repaint, and assemble. Supports SD1.5/SDXL & Flux models. Learn more

Unlock the Secrets of Old Photo Restoration: A Comprehensive Workflow

Revive old photos with this AI-powered restoration workflow! Learn how to repair damage, reconstruct faces & backgrounds, and enhance colors with Stable Diffusion XL & custom models.

Unlocking Multi-Image Editing in FLUX.1 Kontext: The Image Stitch Breakthrough

Unlock seamless multi-image composition with FLUX.1 Kontext's Image Stitch Node! Achieve unprecedented control & accuracy. Discover how to revolutionize your workflow - read now!

Mastering Multi-Image Composition and Face Swapping for Creative Portraits

Unlock consistent character photography across environments! Discover a workflow featuring multi-image composition, prompt inversion, FLUX PULID face swap, and 4x upscaling. Ideal for creative portraits and cross-context character placement. Learn more

Precision Image Creation: Harnessing the Power of Dual ControlNets

Generate stunning indoor scenes with precision! Discover a FLUX-based pipeline for HD image creation, utilizing dual ControlNets, Lora models, and UltimateSD upscaling. Learn how to create breathtaking staircase entrances, carpets, and furniture images with this cutting-edge workflow.

Discover the Ultimate 3D Rendering Workflow for Architectural Floor Plans

Unlock 3D architectural renderings from 2D floor plans with AI! Learn how to auto-color, add textures, simulate lighting & upscale to 4K. Discover the workflow & key models behind stunning visualizations.

ControlNet Mastery: Unlocking Efficient Image Editing with Auto-Prompting and FP8 Optimization

Unlock Effortless Image Control: Discover a Multi-ControlNet Template with Dynamic Switching, Auto-Prompting, and FP8 Optimization for Consumer GPUs. Learn how to master image generation with Flux-dev-FP8, ControlNet-v3, and Depth-Anything-V2. Dive in now!

Unlock High-Fidelity Character Migration with InfiniteYou Workflow

Unlock AI-powered character migration with InfiniteYou! Discover how to transfer identities & control outputs with precision using ByteDance's cutting-edge model & ComfyUI workflow.

Unlock 6K Wallpaper Generation: A Comprehensive ComfyUI Workflow

Generate stunning 6K wallpapers with ComfyUI's text-to-image workflow, combining AI models for style consistency, composition preservation, and super-resolution upscaling. Try now!

Mastering AI Portrait Editing: A Step-by-Step Workflow for Stunning Results

Unlock high-quality portrait generation & editing with AI Portrait Workflow: integrating AI generation, face detection, inpainting & style control. Discover the ultimate workflow for stunning portraits.

Unlock the Secrets of Traditional Chinese Art: A One-Click Landscape Painting Workflow

Transform your images into stunning traditional Chinese blue-green landscape art with gold-accented effects using our 'One-Click' workflow. Discover how to create breathtaking artwork with ease!

Bring Your Sketches to Life: A Comprehensive 3D Conversion Workflow

Automate hand-drawn sketch conversion to 3D-style renders with our workflow. Get realistic 3D models or clay-style gray models with advanced controls, LoRA tuning, and auto-prompt generation. Discover how!

Elevate Your Art: ControlNet Pose Control and IPAdapter Style Transfer for High-Resolution Images

Unlock high-quality, stylized images with our workflow combining ControlNet pose control and IPAdapter style transfer. Generate realistic images with precise composition and style transfer. Download now and elevate your image generation!

Unlock Advanced Image Synthesis with FLUX ControlNet V3.0 Workflow

Unlock advanced image synthesis with FLUX ControlNet V3.0! Combine HED, Depth, and Canny edge preprocessing for precise control. Discover key features, core models, and installation details. Get started now!

Unlock Multi-View Consistency: AI Model Image Generation Workflow

Unlock AI model image generation with this workflow! Learn how to create multi-view consistent images using ControlNet, Flux, and TTP Tile technology. Discover the power of Stable Diffusion XL, ControlNet, and Florence-2 models. Get started now and enhance your AI image generation skills!

Skin Perfection Unleashed: A Comprehensive FLUX Workflow Tutorial

Unlock FLUX-based text-to-image workflow for stunning skin texture enhancement & detail refinement. Discover the power of efficient generation, face/body inpainting, and cinematic color grading. Dive in and elevate your image creation!

From Pixels to Perfection: Mastering AI-Generated Clothing Replacement

Unlock AI-powered clothing replacement! Learn how to automatically segment garments, inpaint with context awareness, and produce high-resolution outputs with our workflow featuring BiRefNet, Flux Fill, and ControlNet LoRA. Get started now!

Re-Style Your World: Expert-Level Anime Art with Flux Architecture

Unlock Anime-Style Generation with Advanced Stable Diffusion 3 Workflow | Discover how to create stunning anime-style images with Flux architecture, ControlNet upscaler, and dual-text encoder system. Learn more!

Bringing Spaces to Life: An Advanced Interior Design Visualization Workflow

Unlock precise interior design visualization with our advanced workflow, featuring Dual-ControlNet, Flux Framework, and LoRA Enhancement. Discover how to generate stunning HD renders with ease.

From Pose to Playback: Mastering Video Generation with Tongyi Wanxiang's Fun-ControlNet

Tongyi Wanxiang-WAN2.1-Fun ControlNet Video Generation: Create dynamic videos with pose/depth control & style control. Learn how this workflow generates videos, controls content, and upscales resolution.

Mastering Video-to-Video Translation: A Deep Dive into Wan2.1 VACE Model and ComfyUI

Unlock AI-powered video translation with Wan2.1 VACE Model! Discover a workflow that enhances each frame, controls depth, and optimizes generation. Learn how to leverage this innovative technology and transform your video content today!

Create Breathtaking Silhouette Art: A ComfyUI Workflow Tutorial

Create stunning silhouette characters under sunset lighting with this ComfyUI workflow, combining ICLight, ControlNet, and BRIA-RMBG for artistic effects.

Unlock High-Fidelity Face Swapping with Shape Matching Workflow

Unlock high-fidelity face swapping with shape matching. Discover how to preserve facial features, improve skin details, and ensure natural skin tone transitions with a powerful workflow using InstantID Technology, FLUX Model Enhancement, and more. Learn how to achieve stunning results now!

Unlock Flawless Skin: Advanced Facial Texture Restoration Workflow

Unlock flawless facial textures with this advanced workflow, featuring SUPIR, Stable Diffusion, and ControlNet. Discover the power of AI-driven skin restoration and super-resolution enhancement.

From Fabric to Leather: Mastering Material Style Transfer with AI

Replace materials in images with AI. Learn how to use a workflow that leverages IPAdapter and ControlNet for style transfer and structural consistency.

From Black & White to Vivid Life: Expert-Level Photo Restoration Workflow Revealed

Unlock stunning historical photo restorations with AI! Discover a powerful workflow that combines AI colorization, HD upscaling, and damage repair, utilizing cutting-edge technologies like majicMIX and ControlNet. Learn how to bring old photos to life and explore the key components, critical parameters, and architecture behind this innovative process.

Transform Your E-commerce Business with AI-Driven Glasses Design and Synthesis Workflow

Unlock e-commerce glasses model generation with this workflow, featuring multi-angle portrait synthesis, Dual-ControlNet architecture, and expression fine-tuning. Learn how to set up and optimize your workflow for stunning results.

Unlock Dynamic Video Composition: A Step-by-Step Workflow Guide

Unlock dynamic video composition with SoilSighStudio's workflow! Combine video clips & images with ease, using multi-track compositing, dynamic masks, and audio integration. Get started with this powerful video effects tool!

Transform Portraits into Anime Masterpieces with AI-Powered Workflow

Transform portraits into stunning anime-style illustrations with our workflow, combining Microsoft Florence-2 and Stable Diffusion XL. Get high-quality results with our step-by-step guide.

Unlock Realistic Anime Portraits: A Comprehensive Workflow for AI Enthusiasts

Unlock photorealistic anime portraits with this workflow! Convert 2D images with automatic face/hand refinement using AI models. Learn how to use ComfyUI for stunning results

Unlock Pro-Level Game Character Design with AI-Powered Workflow

Optimize game character design with our workflow: "Game Design Focus: Draft Control + Style Transfer + WebUI Restoration". Discover how to leverage ControlNet, IPAdapter, SDXL Enhancement, and upscaling for stunning results.

Boost Image Quality with AI: A Comprehensive Workflow for Detail Restoration

Upscale images with AI: High-resolution image upscaling workflow with detail restoration, using tiled processing, smart redraw, and multi-model pipeline.

Unlock Stunning Architecture and Interior Designs with AI-Powered FLUX.1-dev Workflow

Unlock AI-powered architecture and interior design with this optimized workflow, featuring FLUX.1-dev model, ControlNet integration, and FaceDetailer enhancement. Generate high-quality designs with ease - learn more!

Unlock Advanced Image Generation with LibLib F1_CN_Union_Pro Workflow

Unlock precise image generation with LibLib F1_CN_Union_Pro, a multi-ControlNet pipeline for Stable Diffusion 1.5/XL. Ideal for stylized illustrations, portrait reconstruction, and scene design. Learn how to harness its power!

Unlock the Power of E-commerce Model Pose Transfer with This Advanced Workflow

Unlock AI-powered e-commerce model pose transfer with this workflow! Discover how to migrate poses from reference images to target characters while preserving clothing textures and skin details.

Unlock High-Quality Game Character Art with This Cutting-Edge Workflow

Generate high-quality orthographic views for game characters with this workflow, featuring Flux model architecture, ControlNet, and Character-design LoRA. Learn how to create stunning concept art with ease!

Unlock Photorealistic Fashion Photography with FLUX.1 and ControlNet

Unlock professional fashion photography and e-commerce model generation with this workflow, featuring pose control, high-resolution outputs, and multi-LoRA fusion. Learn how to optimize your workflow now!

Revamp Your Visuals: Inpainting, Style Transfer, and Auto-Captioning Made Easy

Unlock Advanced Image Editing: Discover a powerful SDXL-based workflow for inpainting, style transfer, and auto-captioning with AI models like DreamShaper XL and ControlNet.

Transform Your Photos into Breathtaking Oil Paintings with FLUX Model System

Unlock stunning Rembrandt-style portraits with our FLUX model workflow. Transform photos into hyper-realistic oil paintings with facial detail preservation, pose control, and auto 4x upscaling. Get started with our step-by-step guide!

Day to Night Transformation: A Step-by-Step Guide for Post-Production

Transform daytime scenes to nighttime with this workflow, ideal for architectural visualization and post-production. Achieve stunning results with advanced lighting, style control, and high-resolution output. Discover how.

Convert Sketches to Stunning Art: A Step-by-Step Guide

Transform sketches into stunning illustrations with the Doodle Art Master workflow! Learn how to use AI models to add color, detail, and style to your artwork. Get started now and elevate your art!

Elevate Your Posters and Logos with Floral Typography and AI

Unlock artistic typography and background synthesis with our 'Everything is Designable' workflow, powered by Qilin-revAnimated and Floral Typography LoRA. Ideal for posters, logos, and wallpapers. Discover how to create stunning designs with ease.

Generate Breathtaking Asian-Style Female Portraits with AI

Generate stunning oriental-style portraits with AI! Learn how to combine image analysis, auto-prompting, and multi-stage sampling for high-quality results. Discover the power of Stable Diffusion, Florence-2, and ControlNet in this workflow guide.

From Basics to Pro: A Workflow for AI-Powered Image Editing and Enhancement

Unlock AI-powered image editing with this local workflow! Enhance photos with object removal, inpainting, face restoration, and super-resolution using Stable Diffusion, ControlNet, CodeFormer, and more. Get started now!

From Faces to Masterpieces: A Professional AI Portrait Workflow

Unlock professional AI portrait photography with our workflow integrating face segmentation, multi-control, style transfer, and local optimization. Get high-res portraits with ease. Learn how →

Unlock the Secrets of Ghibli Anime Style with FLUX Technology

Transform Your Photos into Ghibli-Style Anime with FLUX Technology! Discover how to preserve original content while adding Miyazaki's iconic colors and textures. Learn the advanced workflow now!

FLUX ControlNet: The Ultimate Tool for Copyright-Free Image Generation

Discover AI-powered image regeneration with FLUX ControlNet. Learn how to preserve composition and structure while creating new visual effects, and explore the core models and key components behind this innovative workflow.

Unleash Realistic Product Placements with AI-Powered Star Migration

Automate product-to-model mapping with the 'Star Migration' workflow, combining Stable Diffusion, Florence-2, and SAM2 for realistic results. Discover how to streamline your product visualization process with this AI-powered workflow.

From Photos to Masterpieces: A Workflow for Generating Stylized Images with ControlNet and LoRA

Generate stylized images from photos with ControlNet and LoRAs: preserve structure, apply ethnic or autumn styles, and more.

Ancient Beauty Generation Unveiled: Stable Diffusion Meets SUPIR

Unlock ancient beauty: Generate stunning images of traditional beauties with umbrellas using Stable Diffusion, SUPIR, and LoRA models. Discover the power of AI art creation and try it now!

Unleash AI-Powered Video Character Redraw: Transforming Videos with Style

Unlock AI-powered video character redrawing with Wan2.1Fun! Discover how this workflow leverages Stable Diffusion, GroundingDino, and Openpose to transform characters into stylized images and videos. Learn more and elevate your video editing skills!

Unveiling the Past: Transforming Ancient Paintings into Hyper-Realistic Photos

Transform Ancient Portraits into Hyper-Realistic Photos with AI. Discover how to use SDXL models & multi-ControlNet guidance to bring historical figures to life.

Transform Your Videos into Stylized Animations with Advanced AI Technology

Unlock the power of video stylization with our workflow! Transform input videos into stunning animations using Wan2.1 model, AnimeLineArt, and DepthAnything. Discover how to harness ControlNet, T5 text encoding, and frame interpolation for dynamic content. Learn more and get started now!

Unlock Professional ID Photos: A Step-by-Step Workflow

Transform Your ID Photos with AI! Discover a powerful workflow for auto beauty retouch, smart outfit replacement, and background change. Learn how to create stunning ID photos with ease!

Unlock Advanced Video Depth Control with Wan Model-Based Workflow

Unlock AI-powered video depth control with our Wan model-based workflow. Discover how to extract depth maps, stylize videos with text guidance, and more. Dive into the details now!

Unlock 3D Magic: A Step-by-Step Workflow for Converting 2D Line Art

Transform 2D line art into stunning 3D images with this workflow, featuring ControlNet and depth map generation. Learn how to upscale to HD and enhance your artwork.

Minimalist Masterpiece: AI-Powered Workflow for Gradient-Style Art

Transform photos into stunning minimalist gradient-style illustrations with this AI workflow. Learn how to use Triple ControlNet, IPAdapter, and Chibi LoRA to create HD illustrations. Get started now!

Transforming Line Art into 3D-Style Renders: A Deep Dive into ControlNet and Dual CLIP Encoding

Unlock Stunning Art: Transform line art into vibrant illustrations & 3D-style renders with ControlNet-guided generation & super-resolution. Learn how to use this AI workflow for breathtaking results.

Unlock Realistic Material Transfer with IPAdapterFaceIDKolors and ControlNet

Unlock stunning material transfers with this advanced pipeline! Discover how IPAdapterFaceIDKolors, ControlNet, and CLIP vision encoding combine for breathtaking results. Dive in and elevate your creative workflow!

Unlock Professional-Grade Character-Scene Fusion with Advanced AI Pipeline

Unlock professional-grade character-scene fusion with our pipeline, featuring SDXL, FLUX, ControlNet, and more. Learn how to create stunning composites with precision control and advanced color matching. Get started now!

Unlock Efficient Character Image Creation: A Comprehensive Workflow Guide

Generate high-quality multi-view character images with this LoRA training data preparation workflow, utilizing SDXL, PulID Flux, ControlNet, and StableSR. Learn how to create consistent character images with enhanced resolution and detailed refinement.

Unlock Anime Art Mastery: Auto-Coloring Workflow Revealed

Unlock Pro-Level Anime Art: Auto-Coloring Workflow with FLUX-ControlNet-Union-Pro 2.0 | Discover the ultimate line art coloring solution with precise control, Lora style enhancement, and dynamic checks - Try it now!

Unlock the Art of Photo-to-Sketch Conversion: Expert Workflow Revealed

Transform photos into stunning charcoal sketches with our advanced AI converter, featuring Dual-ControlNet, IPAdapter, and Multi-LoRA blending. Get professional results with our easy-to-use tool!

Master Depth Control and Style Transfer with this Cutting-Edge Workflow

Unlock precise style transfer with depth control & AI-powered image generation. Enhance portraits, apply artistic styles & generate high-quality images. Learn how with this advanced workflow.

Unlock Spring Vitality: Transforming Text into Stunning 3D Art

Unlock stunning spring-themed typography with our "Spring Vitality" workflow! Transform black-and-white or 3D text images into artistic masterpieces with ease. Discover how to create captivating e-commerce posters and branding visuals automatically.

Unlock the Power of Video-to-Animation: A Comprehensive Pipeline Guide

Unlock Advanced Video-to-Animation Pipelines: Discover AI-powered animation, motion generation, and style transfer techniques for high-quality video output. Learn more!

The Future of Portrait Editing: Harnessing ControlNet and LoRA Models

Unlock consistent portrait pose transfer with ControlNet & LoRA models. Discover how to generate new poses while maintaining facial features, style, and details. Learn more!

From Photos to Masterpieces: Automating Line Art Conversion with AI

Transform images into stunning line art with ControlNet, LoRA models, and facial refinement. Discover how this workflow automates image conversion and enhances facial details. Learn more!

Unlock Realistic Human Images: Transform Cartoon Photos with AI Power

Transform Cartoon Images into Realistic Human-Style Photos with AI | Learn how to refine details of hands and faces using ControlNet, LoRA models, and FLUX technology.

Unlock Dreamy Cloud Scenes: A Step-by-Step Workflow Guide

Generate Dreamy Cloud Scenes with AI: Discover a workflow that combines LoRA models and ControlNet technology to create surreal cloud scene images. Learn how to use this workflow and its core models to produce stunning visuals.

Unlock the Power of Image Style Transfer: A Deep Dive into ControlNet and IPAdapter Workflow

Unlock AI-powered image style transfer and redrawing with ControlNet, IPAdapter, and LoRA. Discover a workflow that generates stunning images while preserving original content and structure. Learn more and elevate your image creation!

From Text to Video: How WanVideo and ControlNet Are Changing the Game

Generate stunning videos from text or images with our AI-powered workflow, combining WanVideo and ControlNet. Discover how to create dynamic videos for ads, animation, and more. Learn how to get started now!

From Real to Anime: A Deep Dive into Advanced Image Transformation Workflow

Unlock AI-powered image transformation! Discover a workflow that converts realistic images into custom styles, like anime, with precise control over details and structure. Learn how to harness Stable Diffusion, ControlNet, and IPAdapter for stunning results.

Unlocking the Art of Guochao: A Deep Dive into Stable Diffusion Workflow

Unlock stunning Guochao-style illustrations with our advanced Stable Diffusion pipeline! Discover how to generate, enhance, and refine high-quality images with our workflow. Learn more and elevate your art!

The Art of Revival: Using AI to Restore Historical Portraits from Paintings and Statues

Transform historical figures into realistic portraits with ControlNet and Stable Diffusion. Learn how to utilize line art, depth, and pose control to achieve stunning results.

Revive Memories: AI-Powered Old Photo Restoration Made Easy

Restore old photos to their former glory with AI! Learn how to use ComfyUI's workflow, leveraging ControlNet, Florence2, GFPGAN, and R-ESRGAN to recover details, fix facial features, and upscale low-resolution images.

Unlock Seamless Face Swapping: Stable Diffusion XL & InstantID Workflow Revealed

Unlock seamless face swapping and online image generation with our Stable Diffusion XL and InstantID workflow. Preserve original poster style and reconstruct facial features with precision. Discover how to create stunning visuals with our step-by-step guide.

Unleash Artistic Potential: Leveraging Flux.1 for Hand-Drawn Watercolor Images

Unlock artistic image generation with Flux.1! Discover how to transform photos into stunning hand-drawn watercolor-style images with depth control and AI-powered prompts. Learn more and create your own masterpieces!

"Blossoming Architecture: AI-Generated Images that Will Amaze You"

Unlock AI-powered image generation! Discover a workflow that combines architecture and flowers, using Stable Diffusion, ControlNet, and more to create stunning, high-resolution visuals. Learn how to bring your images to life with blooming flowers and rejuvenation effects.

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