同时相比 Stable Diffusion ，从实际使用体验来看，同等条件下，Fooocus 占用的内存更少，生成图片的速度...
作者:corey 随着 stable-diffusion 的开源,让更多人有机会直接参与到 AI 绘画的创作中,相关的教程也如雨后春笋般的出现。可是目前我看到的教程同质性较高,通常只能称作为"使用流程讲解",但是通常没有对其原理和逻辑进行深入说明。所以本文的目的,是用尽可能少的废话
we present an autogenous class-specific prior preservation loss, where we alleviate overfitting and prevent language drift by encouraging the diffusion model to keep generating diverse instances of the same class as our subject.
File "D:\Documenten\stable-diffusion-webui\extensions\stable-diffusion-webui-depthmap-script\src\common_ui.py", line 457, in run_generate ret = video_mode.gen_video( File "D:\Documenten\stable-diffusion-webui\extensions\stable-diffusion-webui-depthmap-script\src\video_mode.py", line 159, ...
The denoising process used by Stable Diffusion. The model generates images by iteratively denoising random noise until a configured number of steps have been reached, guided by the CLIP text encoder Stable Diffusion系列在SD 3之前的模型都使用了一种扩散模型(DM),称为潜在扩散模型(LDM),由慕尼黑路德维希...
out = self.diffusion_model(x, t, context=context) ^ 4 In file /home/ma-user/work/mindone-master/examples/stable_diffusion_v2/ldm/modules/diffusionmodules/openaimodel.py:617 assert (y is not None) == ( 5 In file /home/ma-user/work/mindone-master/examples/stable_diffusion_v2/ldm/model...
https://github.com/CompVis/stable-diffusion/blob/main/Stable_Diffusion_v1_Model_Card.md The model should not be used to intentionally create or disseminate images that create hostile or alienating environments for people. This includes generating images that people would foreseeably find disturbing,...
The ControlNet clones the weights of a large diffusion model into a "trainable copy" and a "locked copy" Step2: 将得到的两个模型按照下图的模式一起训练,其中可训练模型中的Decoder结构是“零卷积”结构 The trainable and locked neural network blocks are connected with an unique type of convolution...
在Stable Diffusion的U-Net中添加了交叉注意层对文本嵌入的输出进行调节。交叉注意层被添加到U-Net的编码器和解码器ResNet块之间。 Text-Encoder 文本编码器将把输入文字提示转换为U-Net可以理解的嵌入空间,这是一个简单的基于transformer的编码器,它将标记序列映射到潜在文本嵌入序列。从这里可以看到使用良好的文字提示...
Once you run out, you can also explore running Stable Diffusion for free on your own computer. How to generate an image with Stable Diffusion in DreamStudio Let's start by generating your first image. Over in the left sidebar, DreamStudio has all the controls. You get a lot more ...