ComfyUI

This tutorial covers using multiple ControlNets. It builds upon the foundation established in Part 2 assuming that you are already familiar with how to use different preprocessors to generate different types of input images to control image generation. If you need a refresher on these steps, please revisit How to use ControlNet with Comfy UI …

How to use ControlNet with ComfyUI – Part 3, Using multiple ControlNets Read More »

Welcome to Part 2 of our series on using ControlNet with ComfyUI. This section builds upon the foundation established in Part 1, assuming that you are already familiar with installing ComfyUI, generating images, and setting up ControlNet with a pre-created input image. If you need a refresher on these initial steps, please revisit How to …

How to use ControlNet with ComfyUI – Part 2, Preprocessor Read More »

Understanding ControlNet Integration with ComfyUI Before diving into the steps for using ControlNet with ComfyUI, let’s first revisit what ControlNet accomplishes. In the Stable Diffusion system, the UNet or Latent Diffusion Model leverages the encoded text output from the CLIP text encoder as a guide for image generation. ControlNet enhances this process by providing additional …

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Overview of steps In ComfyUI, integrating LoRA into your workflow involves placing a Load LoRA node within your existing setup. Specifically, this node should be positioned between the Load Checkpoint and CLIP Text Encode nodes, as well as between the Load Checkpoint and KSampler nodes, as illustrated in the figure below. For those already using …

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Problem to solve – Overview of Hires. fix To understand the necessity of a high-resolution fix (commonly known as Hires. fix or hires fix), consider the following example: In both images below, the main characters are set against a backdrop of sunflowers and the sky. Upon closer inspection, it becomes evident that the eyes of …

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Overview Inpainting is a crucial tool for adding details or modifying specific parts of an image. Using Inpainting with ComfyUI is remarkably straightforward. In this tutorial, we’ll explore how to seamlessly add a puppy beside a lady on a bench, demonstrating the power and ease of inpainting in ComfyUI. As with our other lessons, we’ll …

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Installation ComfyUI is a powerful and flexible package to unleash the power of Stable Diffusion. You can install from https://github.com/comfyanonymous/ComfyUI. The page has detailed instructions that you can follow. Basic Usage Once you follow the instructions, activate your virtual environment and type python main.py. You should see console output similar to below. It will start …

Getting started with ComfyUI Read More »

Overview In this tutorial, we’ll explore the various methods of upscaling images using ComfyUI. ComfyUI offers two distinct approaches to achieve this: We will delve into both options, providing information on how to use each method for image upscaling in ComfyUI Setting up If you’re already familiar with using upscaling in Automatic1111, the setup process …

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What is Textual Inversion? In the following section, we’ll delve into an overview of textual inversion and explore its practical applications. If you’re already familiar with the concept of textual inversion, feel free to skip ahead to the bottom of the page, where we discuss how to use textual inversion or custom embeddings with ComfyUI. …

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Overview The image-to-image feature is an invaluable tool for generating one image from another. This functionality is particularly useful for style transformations. In this tutorial, we will explore how to utilize the image-to-image feature in ComfyUI, specifically focusing on converting a photo-realistic image into an anime-style picture. Conceptually, the image-to-image UI in ComfyUI is configured …

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