图解Stable Diffusion:原理与组件详解
原标题:The Illustrated Stable Diffusion
AI 摘要
Jay Alammar 撰写了《The Illustrated Stable Diffusion》一文,以图解方式深入浅出地解释了 Stable Diffusion 的工作原理。文章指出该模型由文本编码器(CLIPText)、图像信息创建器(UNet 和调度器)以及图像解码器(Autoencoder Decoder)三部分组成,并详细阐述了扩散过程如何在潜在空间中逐步生成图像。该文旨在帮助读者理解这一高性能文本生成图像模型的技术细节。
正文节选
The Illustrated Stable Diffusion Translations: Chinese, Vietnamese. (V2 Nov 2022: Updated images for more precise description of forward diffusion. A few more images in this version) AI image generation is the most recent AI capability blowing people’s minds (mine included). The ability to create striking visuals from text descriptions has a magical quality to it and points clearly to a shift in how humans create art. The release of Stable Diffusion is a clear milestone in this development becau