ComfyUI Extension: ComfyUI-WBLESS
ComfyUI's custom node package. This custom node has many practical functions, including global variables and process flow control.
Custom Nodes (0)
README
ComfyUI-WBLESS
ComfyUI custom node package. This custom node features multiple practical functions, including global variables, flow control, obtaining image or mask dimensions, and Dominant Axis Scale.
Get Started
Recommended
- Install via ComfyUI-Manager.
Manual
- Clone this repo into :
custom_nodes
cd ComfyUI/custom_nodes git clone https://github.com/LaoMaoBoss/ComfyUI-WBLESS.git
- Start up ComfyUI.
NOTICE
- V2.2.0 Update the Area Based Scale Node.
- V2.1.2 Import the cozy_comfyui module and fix the issue where users cannot import the cozy_comfyui module.
- V2.1.1 Fixed the Get Mask Size node returning wrong dimensions in certain scenarios.
- V2.1.0 Updated the Dominant Axis Scale, Get Image Size, and Get Mask Size nodes.
- V2.0.0 is released. This is the first public version. Version 1.0 is an internal test version and will not be made public.
The Nodes
Set Global Variable
The
<details> <summary>See More Information</summary>Set Global Variable
node allows you to store your data in variables.</details>
- The
Input
andOutput
nodes form a direct pipeline for better integration within workflows.- The
variable data
is used for inputting variable values.Scope
is used to set the order in which variables are obtained. You just need to connect them in sequence one after another.variable_name
Here you can set the name of your variable. <img width="800" height="457" alt="image" src="https://github.com/user-attachments/assets/e5cdebc6-febd-4d1f-8535-4d26da658ef1" />
Get Global Variable
The
<details> <summary>See More Information</summary>Get Global Variable
node can retrieve data stored in variables.</details>
- The
Input
andOutput
nodes form a direct pipeline for better integration within workflows.variable data
is used for outputting the variable's value.Scope
is used to set the order in which variables are obtained. You just need to connect them in sequence one after another.variable_name
Here you can specify the variable you want to retrieve. <img width="721" height="409" alt="image" src="https://github.com/user-attachments/assets/c49fc13b-be0c-4a5c-a9c1-c4e0034e3880" />
Inversed Switch
Used to control the direction of the workflow.
<details> <summary>See More Information</summary></details>
- Connect the main workflow to the
Input
interface, then connect theOutput
to different branch workflows. By controlling thepath
value of the node, you can determine which branch the workflow will take.- This node needs to be used in conjunction with
Switch
.- The core logic of this node draws inspiration from ComfyUI-Impact-Pack. We would like to express our gratitude to the author of
ComfyUI-Impact-Pack
here. <img width="4507" height="2165" alt="workflow" src="https://github.com/user-attachments/assets/9a0cc5fe-e7fb-46c7-8751-4a11445433a3" />
Switch
Select and retrieve data from different processes.
<details> <summary>See More Information</summary></details>
- This node is usually used in conjunction with the
Inversed Switch
node; of course, you can also use it independently.- The
Input
interface connects to different branch workflows, while theOutput
interface will output data from the corresponding workflow based on the value ofpath
. <img width="1088" height="471" alt="image" src="https://github.com/user-attachments/assets/3a228452-94fa-4cee-b558-d2ccf2ca4ffa" />
Dominant Axis Scale
Smart scale input group A relative to input group B, using its longest side as the scaling axis.
<details> <summary>See More Information</summary></details>
- Height a, Width a — these are the input dimensions you need to scale.
- Height b, Width b — these reference dimensions serve as the scaling baseline, which you can conceptualize as canvas dimensions.
- ratio — Input your scaling factor here.
- The output Width, Height, and scale_ratio govern different output formats. <img width="3303" height="1224" alt="workflow (1)" src="https://github.com/user-attachments/assets/8c286089-8346-47e1-94a4-f757997d0e9a" />
Area Based Scale
Smart scale the area of input group A with reference to the area of input group B.
<details> <summary>See More Information</summary></details>
- Height a, Width a — these are the input dimensions you need to scale.
- Height b, Width b — these reference dimensions serve as the scaling baseline, which you can conceptualize as canvas dimensions.
- ratio — Input your scaling factor here.
- The output Width, Height, and scale_ratio govern different output formats.
- cap_threshold — the upper scaling limit threshold, beyond which the object will not scale any.
- enable_cap — threshold activation switch. <img width="3467" height="1237" alt="Area_Based_Scale_demo" src="https://github.com/user-attachments/assets/8b257d09-aea3-4f03-bd5c-d148cd8832c3" />
Get Image Size
Get Image Dimensions.
<details> <summary>See More Information</summary> <img width="509" height="348" alt="image" src="https://github.com/user-attachments/assets/0f2121c4-0641-4fb2-aaaf-48fac71d0fbb" /> </details>
Get Mask Size
Get Mask Dimensions.
<details> <summary>See More Information</summary> <img width="757" height="527" alt="image" src="https://github.com/user-attachments/assets/935a2181-1113-4217-aa2c-eb11340463bf" /> </details>