What is LoRA? LoRA, is one of the popular ways to customize Stable Diffusion models. A LoRA model is a supplementary model that works with a regular Stable Diffusion model to modify the model’s behavior with specific custom data so that the combination of the full model and the LoRA can produce images that mirror …
CodeFormer, an advanced face restoration tool, is integrated into Automatic1111. It excels in restoring faces that are more degraded than those typically handled by GFP-GAN. A key feature of CodeFormer is its adjustable parameter, ‘weight,’ which can be adjusted to level of restoration you want to apply based on the extent of damage in the …
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 …
Here is an image that I just generated using Stable Diffusion. This person does not really exist, but it’s still amazing to see that SD produces such a realistic image.
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 …