Showing posts with label AI生成. Show all posts
Showing posts with label AI生成. Show all posts

Thursday, 26 September 2024

ComfyUI Wizardry: Efficient Workflow & ControlNet Mastery in 5 Minutes! - ComfyUI魔法:5分钟掌握高效工作流和ControlNet!

Unleash AI artistry with less fuss, more pizzazz! - 解放AI艺术,少折腾多惊艳!

Video tutorial - 视频教程

Master Efficient workflow in a Snap - 秒会高效工作流

Resource:

Efficient node github or Install it by using ComfyUI Manager


ControlNet workflow - ControlNet工作流

ControlNet is a powerful tool that enhances the capabilities of diffusion models like Stable Diffusion in ComfyUI. It allows you to guide the image generation process by providing extra information, such as edges, depth maps, human poses, and more. This additional conditioning enables you to steer the generated imagery more precisely according to both textual and visual inputs.

ControlNet works by introducing a clone of the model's encoding layers for training, using "zero convolutions." These specially designed convolutional layers start with zero weights and carefully integrate the new spatial conditions without disrupting the model's original proficiency.


Resource:
ComfyUI ControlNet Example

ControlNet Auxiliary

ControlNet-v1-1
ControlNet-v1-1_fp16_safetensors
sd_control_collection

Civitai