Understanding Stable Diffusion Principles in Simple Terms

Understanding Stable Diffusion Principles in Simple Terms

Source: AI Algorithms and Image Processing This article is about 4300 words, recommended reading time is 8 minutes. A detailed interpretation of the stable diffusion paper, after reading this, you will never find it hard to understand! 1. Introduction (Can Be Skipped) Hello, everyone, I am Tian-Feng. Today I will introduce some principles of stable … Read more

Understanding Diffusion Models in Neural Networks

Understanding Diffusion Models in Neural Networks

This article will explain the essence, principle, and applications of diffusion models, helping you to understand diffusion models in one go. Diffusion Models The essence of diffusion models Definition of diffusion models:Diffusion Models are a new, advanced generative model used to generate data similar to the training data, capable of generating various high-resolution images. The … Read more

Controllable Image Generation Models Based on Diffusion

Controllable Image Generation Models Based on Diffusion

1. Introduction The previous article on AIGC basics, from VAE to DDPM principles and code details, has introduced the basic principles of image generation based on diffusion models in a relatively detailed manner. However, in the real industry, to achieve controllable image generation, there are still many practical problems that need to be solved, such … Read more

Is Stable Diffusion the Future of AI Art Generation?

Is Stable Diffusion the Future of AI Art Generation?

While everyone is discussing ChatGPT, another powerful AI software, Stable Diffusion, has slowly started to take away many artists’ jobs. This AI drawing software, named “Stable Diffusion,” immediately beat a host of competitors upon its release, becoming not only a great assistant for artists but even taking away their own jobs. With just a powerful … Read more

Llama Imitates Diffusion Multimodal Boosts Performance by 30%

Llama Imitates Diffusion Multimodal Boosts Performance by 30%

Jin Chen, Contributor at Quantum Bits | WeChat Official Account QbitAI This time, it’s not about rolling parameters or computing power, but about rolling “cross-domain learning” — Let Stable Diffusion be the teacher, teaching multimodal large models (like Llama-3.2) how to “describe images”! Performance skyrocketed by 30%. The latest research by Chinese researchers in collaboration … Read more

Stable Diffusion Tutorial: Easily Change Photo Backgrounds

Stable Diffusion Tutorial: Easily Change Photo Backgrounds

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 ‘photograph’ an image as before. When we browse short … Read more

5 Must-Have AI Tools for Designers

5 Must-Have AI Tools for Designers

ClickStar to get the latest news from Mars and related industries. At the recently concluded GTC 2023 conference, Nvidia CEO Jensen Huang repeatedly emphasized a point: the “iPhone moment” of AI has arrived. If you don’t want to be disrupted, you must take the lead in“disrupting” others. The design industry has been significantly impacted and … Read more

Stable Diffusion Clay Style Image Generation Guide

Stable Diffusion Clay Style Image Generation Guide

This article is authorized to be reprinted from: 58UXD (ID: i58UXD) A new wave of creativity is sweeping across social platforms, which is the craze of “Clay AI.” This ugly yet adorable style has become a hot topic among internet users. Whether on Xiaohongshu or other social platforms, tags like #Clay and #MyClayWorld dominate this … Read more

Exploring AI Art Applications in Public Security Work

Click the blue text to follow us What Can AI Art Do in Public Security? Gu Xiao, a young police officer in the Data Department of the Hongkou Branch of the Shanghai Public Security Bureau, part-time instructor at the branch, has won the title of excellent WeChat editor from the municipal bureau. In his spare … Read more

The Impact of AIGC on Vertical Industries

The Impact of AIGC on Vertical Industries

This article discusses the development path of AIGC technology -> products -> business applications and value realization, and explores how AIGC can achieve closed loops and value landing in the industrial sector through industrial examples. Since last year, the AIGC boom has sparked explosive growth in discussions about AIGC and its applications, leading many to … Read more