AI workflows

C27: How to use Remove Latent Mask to perform Inpainting with Generic Diffusion Models in ComfyUI

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Introduction In our previous article, Optimize Inpainting Resolution in ComfyUI, we explored techniques to enhance resolution during inpainting workflows using specialized models. Building on that foundation, this article focuses on inpainting with generic diffusion models, offering a versatile approach for scenarios where specialized inpainting models are unavailable or unsuitable. This guide walks you through the process step-by-step, … Read more

C24: How to Use OpenPose in ComfyUI for Humanoid Pose Creation in AI Workflows

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Introduction OpenPose, a widely-used protocol for defining human figure poses, provides a standardized method to represent humanoid joints and connections using images. This article explores how to leverage OpenPose within ComfyUI for creating text-to-image workflows. By combining OpenPose ControlNet models and pose images generated externally, users can define precise humanoid poses for AI image generation. This guide … Read more

C18: Workflow for FLUX: A Guide to FLUX.1 Schnell Optimization

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FLUX, a cutting-edge family of AI models developed by Black Forest Labs, is gaining attention for its versatility and performance. In this article, we’ll focus on FLUX.1 Schnell, a distilled version of the FLUX model, and walk through its workflow, including setup, configuration, and optimization. If you’re working with limited video memory or exploring advanced AI … Read more

C16: Workflow for SDXL Base and Refiner Models – The Complete Guide

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Introduction The SDXL model offers powerful capabilities for image generation and refinement, making it a popular choice for creative workflows. In this article, we’ll explore how to set up the full SDXL workflow using both the base model and the refiner model. By leveraging these models effectively, you can produce high-quality images with improved details and artistic … Read more

C15: Latent Upscaling: Elevating Image Clarity and Resolution in Stable Diffusion/ComfyUI

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Introduction Latent upscaling is an advanced image enhancement technique that operates within the latent space of stable diffusion models. By processing the image in its compact latent representation, this method allows for significant resolution upgrades and improved detail quality. Unlike traditional pixel-based upscaling, latent upscaling introduces new levels of detail during the rediffusion process, making … Read more

C03: Navigating the ComfyUI Interface: A Beginner’s Guide

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ComfyUI is a powerful node-based interface designed for building AI workflows. Whether you’re a beginner or an experienced user, understanding its layout and functionality is essential for efficient workflow creation. This guide will help you navigate the interface, master essential operations, and begin building workflows with confidence. Overview of the ComfyUI Interface When you launch … Read more

C01: Introduction to ComfyUI: A Versatile Framework for AI Image Workflows

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What is ComfyUI? ComfyUI is an open-source framework designed for creating custom AI image workflows, providing unparalleled control over the image generation process. Unlike many online services that impose restrictions on model choices or feature sets, ComfyUI empowers users to art-direct their creations and tailor workflows to their specific needs. At its core, ComfyUI serves as a visual programming … Read more