GFP-GAN is a cutting-edge software technology designed for face restoration in images. It incorporates a U-Net-based degradation removal module that works alongside a pretrained face GAN, such as StyleGAN2 to restore a face in the image [1]. GFP-GAN represents one of the most remarkable technologies I’ve encountered. Upon its release, I used it to restore …
What is Upscaling? Before diving into the steps for upscaling an image in Automatic1111, let’s first understand what upscaling entails. Upscaling is a process used to enlarge an image. Consider the illustration below: it features a 2×2 image with four circles – green, red, blue, and orange – where each circle represents a pixel. If …
Why Doesn’t Inpainting Generate Anything? Overcoming Frustration with Implausible Objects Have you ever been frustrated with Inpainting not producing any results, particularly when you’re trying to add something implausible to an image? This is a typical problem, often occurring when Stable Diffusion seems to perceive the desired addition as atypical based on common dataset observations. …
How to use Inpainting in Automatic1111 Part 3 : Large Area – Difficult Case Read More »
Inpainting is a dynamic tool for modifying specific areas of an image, with its application varying depending on the realism of the new element you aim to add. For example, placing a sporty car in a barn is seen as quite plausible, enabling Stable Diffusion to effortlessly Inpaint a car into such a scene. In …
How to use Inpainting in Automatic1111 Part 2 : Large Area – Easy Case Read More »
Inpainting is a versatile tool for modifying specific parts of an image, and it can be applied using two different strategies: In this tutorial, we’ll focus on the second strategy, ‘Replacing a Small Area.’ We’ll guide you through the nuances of this technique, providing insights on how to make precise adjustments. How to use Inpainting …
How to use Inpainting in Automatic1111 Part 1 : Small Area Read More »
What Can You Achieve with Image-to-Image Conversion? The image-to-image feature in Automatic1111 offers the capability to alter the style of an existing image. This powerful tool can significantly broaden your creative horizons. Beyond style transformation, it’s also useful for rectifying facial renderings that may not have been accurately produced in the txt2img process. To better …
In this tutorial, we’ll explore an overview of the text-to-image functionality in Automatic1111. We’re assuming that you have already installed Automatic1111 and have some experience generating images using its text-to-image feature. If you’re new to Automatic1111 or need a refresher, we recommend visiting this helpful page first. Given that the interface of Automatic1111 has evolved …
Automatic1111 has gained popularity as a versatile software package for utilizing Stable Diffusion. Its appeal largely stems from its user-friendly web interface and highly extensible architecture, which supports a variety of extensions. In this article, we’ll focus on the major built-in features that come standard with Automatic1111, providing a comprehensive overview of its capabilities: These …
Where can I find the models? There are multiple sites that offer free download of models. If you are not sure where to start, I recommend starting with Hugging Face. Versions of models For those new to Stable Diffusion, choosing the right model version can be a bit overwhelming. Currently, two versions are particularly popular: …
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 …