This video will teach you everything you ever wanted to know about using the Depth model in Stable Diffusion ControlNet. First, I will teach you the strengths and weaknesses of the two Depth Pre-processors, MiDas and LeRes, as well as how their settings impact the generated depth maps.
Weight and guidance are the most important settings for using ControlNet. I will teach you what they do, how they impact the output, how they are impacted by other variables, and provide recommended settings for each.
Although ControlNet is much better at generating high resolution images compared to baseline Stable Diffusion, there are still a couple challenges, which I will teach you how to mitigate or avoid. Finally, I will provide you with my personal method for using ControlNet Depth to generate images at the maximum resolution your GPU is capable of.
Intro 00:00
Pre-processors 01:49
Pre-processor Settings - 03:52
Weight and Guidance Intro - 05:58
Guidance - 06:49
Weight - 08:31
Generating at High Resolution - 09:37
Method for Generating at Maximum Resolution - 14:23
Outro 15:48
CFG Deep Dive: • Stable Diffusion Deep ...
13 июл 2024