本文将要介绍整合HuggingFace的diffusers 包和ControlNet调节生成文本到图像，可以更好地控制文本到图像的生成 ControlNet是一种通过添加额外条件来控制扩散模型的神经网络结构。它提供了一种增强稳定扩散的方法，在文本到图像生成过程中使用条件输入，如涂鸦 ...

上一次我们已经介绍了如何通过代码的方式使用ControlNet，Stable Diffusion WebUI里面包含了很详细的使用设置，我们可以直接在上面进行操作，所以本文将介绍如何以傻瓜的方式直接使用ControlNet。 如果你用过Stable Diffusion，可能已经注意到图像的输出有无限的结果 ...

为解决甲虫后翅图像采集困难、训练数据集不足等问题，研究人员开展利用 Stable Diffusion 和 ControlNet 生成叶甲后翅图像的研究。结果显示合成图像保真度高，该研究为机器学习提供形态图像，展示了新方法的广泛适用性。 在昆虫的奇妙世界里，翅膀无疑是它们 ...

AI artists searching for a way to more accurately control AI art creation in Stable Diffusion might be interested in learning how to use ControlNet. A Stable Diffusion model, that has transformed the ...

If you’ve been enjoying creating art using Stable Diffusion or one of the other AI models such as Midjourney or DallE 3 recently added to ChatGPT by OpenAI and available for free via the Microsoft ...

Until now, one of the main stumbling blocks for truly great AI image generation was user control. The ControlNet assistant for Stable Diffusion solves that and hands the power back to the artist. If ...

'ControlNet' is a technology that supports output by adding contour lines, depth, image area division (segmentation) information, etc. to pre-trained models such as Stable Diffusion. By using this ...

SD3在视觉美观度、提示遵循和排版等方面表现出色。 上个月，Stability AI 发布了其第三代文生图大模型 Stable Diffusion 3。该模型展现出了超越现有文本到图像生成系统的强大性能，为文本到图像生成技术带来了重大突破。 今天，Stability AI 终于发布了 Stable Diffusion 3 ...

' krita-ai-diffusion (AI Image Diffusion) ' is a plug-in that incorporates the image generation AI 'Stable Diffusion' into the free and highly functional painting application ' Krita '. It is said ...

The AI landscape in 2026 isn't about incremental updates; it's a fundamental shift in how models operate. OpenAI has moved beyond GPT-4o to the 'reasoning' paradigm with o1 and o3, while Stability AI ...