CtrlNet CannyEdge Settings (JPS)

Documentation

• Class name: CtrlNet CannyEdge Settings (JPS)
• Category: JPS Nodes/Settings
• Output node: False

This node is designed to configure settings for the Canny Edge detection process within a pipeline, allowing users to specify parameters such as edge detection strength, start and end thresholds, and high and low threshold values.

Input types

Required

• cannyedge_from
  • Specifies the source of the image for Canny Edge detection, allowing selection from predefined sources such as 'Source Image', 'Support Image', or 'Support Direct'.
  • Comfy dtype: COMBO[STRING]
  • Python dtype: str
• cannyedge_strength
  • Determines the intensity of the edge detection process, with a range allowing for fine-tuning of the edge detection's sensitivity.
  • Comfy dtype: FLOAT
  • Python dtype: float
• cannyedge_start
  • Sets the starting threshold for edge detection, enabling control over the minimum edge strength that will be considered.
  • Comfy dtype: FLOAT
  • Python dtype: float
• cannyedge_end
  • Defines the ending threshold for edge detection, allowing users to limit the maximum edge strength that will be detected.
  • Comfy dtype: FLOAT
  • Python dtype: float
• cannyedge_low
  • Specifies the low threshold value for the hysteresis procedure in Canny Edge detection, influencing the detection of weaker edges.
  • Comfy dtype: INT
  • Python dtype: int
• cannyedge_high
  • Sets the high threshold value for the hysteresis procedure in Canny Edge detection, affecting the detection of stronger edges.
  • Comfy dtype: INT
  • Python dtype: int

Output types

• cannyedge_settings
  • Comfy dtype: BASIC_PIPE
  • Outputs the configured settings for Canny Edge detection as a tuple, ready to be used in the detection process.
  • Python dtype: Tuple[int, float, float, float, int, int]

Usage tips

• Infra type: CPU
• Common nodes: unknown

Source code

class CtrlNet_CannyEdge_Settings:
    cannyedgefrom = ["Source Image", "Support Image", "Support Direct"]

    def __init__(self):
        pass

    @classmethod
    def INPUT_TYPES(s):
        return {
            "required": {
                "cannyedge_from": (s.cannyedgefrom,),
                "cannyedge_strength": ("FLOAT", {"default": 1.00, "min": 0.00, "max": 10.00, "step": 0.10}),
                "cannyedge_start": ("FLOAT", {"default": 0.000, "min": 0.000, "max": 1.000, "step": 0.05}),
                "cannyedge_end": ("FLOAT", {"default": 1.000, "min": 0.000, "max": 1.000, "step": 0.05}),
                "cannyedge_low": ("INT", {"default": 100, "min": 0, "max": 255, "step": 1}),
                "cannyedge_high": ("INT", {"default": 200, "min": 0, "max": 255, "step": 1}),
            }   
        }
    RETURN_TYPES = ("BASIC_PIPE",) 
    RETURN_NAMES = ("cannyedge_settings",)
    FUNCTION = "get_ctrlnet_cannyedge"

    CATEGORY="JPS Nodes/Settings"

    def get_ctrlnet_cannyedge(self, cannyedge_from, cannyedge_strength, cannyedge_start, cannyedge_end, cannyedge_low, cannyedge_high):

        cannyedge_source = int (1)
        if (cannyedge_from == "Support Image"):
            cannyedge_source = int(2)
        if (cannyedge_from == "Support Direct"):
            cannyedge_source = int(3)

        cannyedge_settings = cannyedge_source, cannyedge_strength, cannyedge_start, cannyedge_end, cannyedge_low, cannyedge_high

        return(cannyedge_settings,)