Canny Edge Controlnet Preprocess Node

Creates an edge map from the base image.

Inputs

Base Image
image
required

The base image to process

Settings

High Threshold
number

A number between 0 and 255, that is a threshold for strong edges. Any pixel value higher than the threshold is taken as a “strong edge”.

Low Threshold
number

A number between 0 and 255, that is a threshold for weak edges. Any pixel value lower than the threshold is not taken as an edge

Conditioning Scale
number

This setting only has an effect when used in a Controlnet Node, not a Controlnet Preprocessor Node.

Outputs

Image
mask

The output image after pre-processing

Depth Map Controlnet Preprocess Node

Creates a depth map from the base image.

Inputs

Base Image
image
required

The base image to process

Outputs

Image
mask

The output image after pre-processing

HED Map Controlnet Preprocess Node

Creates a “soft-edge” map using the base image. It’s a map that isn’t as pointed as a canny edge map, but instead highlights the higher level contours of the image.

Inputs

Base Image
image
required

The base image to process

Outputs

Image
mask

The output image after pre-processing

Segmentation Map Controlnet Preprocess Node

Creates a map that segments various objects of the image.

Inputs

Base Image
image
required

The base image to process

Outputs

Image
mask

The output image after pre-processing

OpenPose Controlnet Preprocess Node

Creates a stick-figure of the underlying subject in the pose from the image.

Inputs

Base Image
image
required

The base image to process

Settings

Hand
boolean

If turned on, the pose will also take the position of the fingers of the hand into account.

Conditioning Scale
number

This setting only has an effect when used in a Controlnet Node, not a Controlnet Preprocessor Node.

Outputs

Image
mask

The output image after pre-processing