Stable Diffusion Tutorial: Restoring and Colorizing Old Photos

Stable Diffusion Tutorial: Restoring and Colorizing Old Photos

Many friends in the background have been asking, what can Stable Diffusion (abbreviated as SD) be used for? In simple terms, Stable Diffusion is an AI software that automatically generates images. By inputting text, SD can generate a corresponding image, eliminating the need to ‘draw’ or ‘take’ pictures as before. When we scroll through short … Read more

Stable Diffusion Tutorial: 3 Tips for Precise Image Control

Stable Diffusion Tutorial: 3 Tips for Precise Image Control

Stable Diffusion Tutorial: 3 Tips for Precise Image Control 🌈 If you want to obtain high-quality images, whether product photos or paintings, you cannot avoid the image-to-image process. The image-to-image module is the key that makes Stable Diffusion a true commercial tool! This note will detail the practical application of image-to-image, hoping to provide some … Read more

Stable Diffusion Upgrade: Learn Image-to-Image Generation!

Stable Diffusion Upgrade: Learn Image-to-Image Generation!

Set asStarred, direct access to valuable content! Stability AI is excited to announce the launch of Stable Diffusion Reimagine! We invite users to use Stable Diffusion to try images and "reimagine" their designs. Stable Diffusion Reimagine is a new Clipdrop tool that allows users to generate multiple variations of a single image without complex prompts: … Read more

How to Precisely Modify Local Areas in Stable Diffusion

How to Precisely Modify Local Areas in Stable Diffusion

Although SD generates images quickly and with decent quality, sometimes the AI can be difficult to control. For instance, when generating multiple images at once, there’s always a part that doesn’t meet your expectations! At this point, we need to utilize the local re-painting feature in SD! So how can we control the details in … Read more

Stable Diffusion Learns to Erase Copyright Concepts in Art

Stable Diffusion Learns to Erase Copyright Concepts in Art

Selected from arxiv Translated by Machine Heart Editor: Rome Rome Stable Diffusion has learned the skill of “changing the sky and replacing the sun”. Every creative process begins with “imitation” and ends with “creation”. For AI, this learning process is the same. Recently, the open-source version of the Stable Diffusion text-to-image diffusion model has led … Read more

CreatiLayout: A New SOTA for Layout-to-Image Generation

CreatiLayout: A New SOTA for Layout-to-Image Generation

Source: I Love Computer Vision This paper shares the work titledCreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation, proposed by Fudan University and ByteDance, introducing a new paradigm for layout-to-image generation that supports controllable image generation under the MM-DiT architecture based on layouts! Paper link: https://arxiv.org/abs/2412.03859 Project homepage: https://creatilayout.github.io Project code: https://github.com/HuiZhang0812/CreatiLayout Project Demo: … Read more

Comprehensive Stable Diffusion Tutorial for Beginners

Comprehensive Stable Diffusion Tutorial for Beginners

In August 2022, a competition for emerging digital artists was held in Colorado, USA, where a piece titled “Space Opera” won first place in the “Digital Art/Digital Modified Photo” category. Amazingly, the author of this artwork had no background in painting; the piece was generated by AI. This event showcased the astonishing creativity of AI … Read more

Is the Diffusion Model Making GANs Obsolete?

Is the Diffusion Model Making GANs Obsolete?

Click belowCard, follow the “CVer” public account AI/CV heavy content delivered to you first Click to enter —> CV WeChat Technical Group Jin Lei Alex from Aofeisi, reprinted from: QbitAI The once popular GAN is outdated. Recently, a tweet from Tom Goldstein, an associate professor at the University of Maryland, has stirred up a lot … Read more

Is Diffusion Really Stronger Than GAN?

Is Diffusion Really Stronger Than GAN?

AI painting is one of the branches of AIGC, amidst the hype and controversy, 2022 was even dubbed the “Year of AIGC.” With the popularity of AI painting, one of the core technologies behind it, the Diffusion Model, has also become very prominent in the field of image generation, and it even seems to be … Read more

Recommended Versatile StableDiffusion Models

Recommended Versatile StableDiffusion Models

Today, we’re going to discuss an incredibly interesting topic in the field of AI painting: why can Midjourney easily handle various styles with a 5.2 model, while Stable Diffusion requires us to switch between countless models? 🧐 In Stable Diffusion, creating an image might require you to choose from models like Realistic, Anime, 2.5D, etc. … Read more