Enhancing Images: Flux AI’s Img2img and Inpainting Model

Image-to-image allows you to generate a new image based on an existing one. Inpainting lets you regenerate a small area of the image. The Flux AI model…

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Ultimate ControlNet Handbook

ControlNet is a neural network that controls image generation in Stable Diffusion by adding extra conditions. Details can be found in the article Adding Conditional Control to…

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Understanding the Mechanism of Stable Diffusion

Stable Diffusion is a latent diffusion model that generates AI images from text. Instead of operating in the high-dimensional image space, it first compresses the image into…

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Stable Diffusion: Unraveling the Shadows of Uncertainty

Many AI image generators, including Stable Diffusion, can use an image as a prompt to generate a similar image. On the other hand, we use text prompts…

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Effortless LoRA Workflow with ComfyUI

We can put a face in Stable Diffusion using LoRA and dreambooth checkpoint models. But both require training a new model, which can be time-consuming. What if…

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Understanding IP Adapters: A Comprehensive Guide

IP-adapter (Image Prompt adapter) is a Stable Diffusion add-on for using images as prompts, similar to Midjourney and DaLLE 3. You can use it to copy the…

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Cascade Model of Stability

Stable Cascade is a new text-to-image model released by Stability AI, the creator of Stable Diffusion. It features higher image quality and better text generation. It is…

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Soft Inpainting: A Complete Guide

Soft inpainting seamlessly blends the original and the inpainted content. You can avoid hard boundaries in a complex scene by enabling software inpainting while keeping the denoising…

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Utilizing InstantID for Facial Duplication

Looking for a way to put someone in Stable Diffusion? InstantID is a Stable Diffusion addon for copying a face and add style. No model-training is required!…

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Beginner’s Guide to Stable Diffusion WebUI Automation

Stable Diffusion WebUI (AUTOMATIC1111 or A1111 for short) is the de facto GUI for advanced users. Thanks to the passionate community, most new features come to this…

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Enhancing Noise Reduction: Understanding Denoising Strength

Denoising strength determines how much noise is added to an image before the sampling steps. It is a common setting in image-to-image applications in Stable Diffusion. The…

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Enhance Images with Outpainting Techniques

Stable Diffusion can extend an image in any direction with outpainting. It can generate a coherent background that is outside of the view. In this article, you…

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