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Dreamstudio Tools

Dreamstudio Generate Image From Image

Tool to generate a new image from an initial image and text prompts. Use after you have a reference image and want to transform it via text guidance.

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Use Dreamstudio Generate Image From Image

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Inputs

  • seedinteger
    Optional random seed for reproducible results
  • stepsinteger
    Number of diffusion steps to run
  • widthinteger
    [DEPRECATED - DO NOT USE] Output dimensions are determined by init_image size. This parameter is ignored by the API.
  • heightinteger
    [DEPRECATED - DO NOT USE] Output dimensions are determined by init_image size. This parameter is ignored by the API.
  • samplesinteger
    How many images to generate in one call
  • cfg_scalenumber
    Guidance scale (how strongly to follow the prompt, 0-35)
  • engine_idstring
    Required
    Engine identifier for generation, e.g. 'stable-diffusion-v1-5' Validate via DREAMSTUDIO_LIST_ENGINES before calling; unsupported values cause failures.
  • init_imagestring
    Required
    Binary content of the input image to guide generation
  • text_promptsarray
    Required
    List of prompt objects each with text and optional weight
  • image_strengthnumber
    Controls how much the original image is preserved (0-1). Required when init_image_mode='IMAGE_STRENGTH'.
  • init_image_modestring
    Required
    Guidance mode for how the init_image influences the result. 'IMAGE_STRENGTH' uses image_strength, 'STEP_SCHEDULE' uses step_schedule_start/end.
  • step_schedule_endnumber
    Optional end fraction for image influence in the schedule (0-1). Defaults to 1.0 if omitted.

Observable output

  • data
    Required
    Data from the action execution
  • errorstring
    Error if any occurred during the execution of the action
  • successfulboolean
    Required
    Whether or not the action execution was successful or not

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