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…
Read moreUltimate 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…
Read moreUnderstanding 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…
Read moreStable 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…
Read moreEffortless 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…
Read moreUnderstanding 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…
Read moreCascade 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…
Read moreSoft 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…
Read moreUtilizing 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!…
Read moreBeginner’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…
Read moreEnhancing 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…
Read moreEnhance 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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