Load Advanced ControlNet Model 🛂🅐🅒🅝¶
Documentation¶
- Class name:
ControlNetLoaderAdvanced
- Category:
Adv-ControlNet 🛂🅐🅒🅝
- Output node:
False
This node is designed to load an advanced ControlNet model, optionally incorporating a timestep keyframe group for enhanced control. It abstracts the complexities of fetching and initializing ControlNet models, ensuring they are ready for further manipulation or application within a broader system.
Input types¶
Required¶
control_net_name
- Specifies the name of the ControlNet model to be loaded. This name is used to locate the model within a predefined directory structure.
- Comfy dtype:
COMBO[STRING]
- Python dtype:
str
Optional¶
timestep_keyframe
- An optional parameter that allows for the inclusion of a timestep keyframe group, providing additional control and customization capabilities for the loaded ControlNet model.
- Comfy dtype:
TIMESTEP_KEYFRAME
- Python dtype:
TimestepKeyframeGroup or None
Output types¶
control_net
- Comfy dtype:
CONTROL_NET
- Returns the loaded ControlNet model, ready for use in various applications that require advanced control mechanisms.
- Python dtype:
ControlNet
- Comfy dtype:
Usage tips¶
- Infra type:
CPU
- Common nodes:
Source code¶
class ControlNetLoaderAdvanced:
@classmethod
def INPUT_TYPES(s):
return {
"required": {
"control_net_name": (folder_paths.get_filename_list("controlnet"), ),
},
"optional": {
"timestep_keyframe": ("TIMESTEP_KEYFRAME", ),
}
}
RETURN_TYPES = ("CONTROL_NET", )
FUNCTION = "load_controlnet"
CATEGORY = "Adv-ControlNet 🛂🅐🅒🅝"
def load_controlnet(self, control_net_name,
timestep_keyframe: TimestepKeyframeGroup=None
):
controlnet_path = folder_paths.get_full_path("controlnet", control_net_name)
controlnet = load_controlnet(controlnet_path, timestep_keyframe)
return (controlnet,)