image_conditioning
Generate images matching the layout and composition of a reference image using text prompts and control modes. Specify attributes to include or exclude for precise output customization.
Instructions
Generate an image that follows the layout and composition of a reference image.
Args:
image_path: File path of the reference image
prompt: Text describing the image to be generated
negative_prompt: Text specifying attributes to exclude from generation
control_mode: Control mode (CANNY_EDGE, etc.)
height: Output image height (pixels)
width: Output image width (pixels)
cfg_scale: Prompt matching degree (1-20)
Returns:
Dict: Dictionary containing the file path of the generated image
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| cfg_scale | No | ||
| control_mode | No | CANNY_EDGE | |
| height | No | ||
| image_path | Yes | ||
| negative_prompt | No | ||
| prompt | Yes | ||
| width | No |
Input Schema (JSON Schema)
{
"properties": {
"cfg_scale": {
"default": 8,
"title": "Cfg Scale",
"type": "number"
},
"control_mode": {
"default": "CANNY_EDGE",
"title": "Control Mode",
"type": "string"
},
"height": {
"default": 512,
"title": "Height",
"type": "integer"
},
"image_path": {
"title": "Image Path",
"type": "string"
},
"negative_prompt": {
"default": "",
"title": "Negative Prompt",
"type": "string"
},
"prompt": {
"title": "Prompt",
"type": "string"
},
"width": {
"default": 512,
"title": "Width",
"type": "integer"
}
},
"required": [
"image_path",
"prompt"
],
"title": "image_conditioningArguments",
"type": "object"
}