Generative Editing

The Generative section contains AI-powered image processing operations that can be used in a variety of workflows.

Style Transfer

This operation proposes to change the style of an input image to a style of a reference image.

A reference image URL goes to the style_reference_image parameter of the style_transfer object. You can control style transferring strength with the style_strength parameter, colors and texture preservation of the original image with the denoising_strength parameter, overall composition and shape preservation with the depth_strength parameter. You can also control the generation by explicitly describing the desired style in the prompt parameter.

The style transfer operation can't be used in conjunction with the remove background or blur operations.

Properties

Parameter	Type	Description
style_reference_image	string (URL)	URL of the image to be used as a style reference, can be a Storage URL.
prompt	string	Text prompt to adjust the style transfer output.
style_strength	float (unit interval)	Determines the degree of overall style intensity as taken from the style reference, default value is 0.75. Higher values means higher reference style influence.
denoising_strength	float (unit interval)	Determines the degree of color and texture modification, default value is 0.75. Higher values means higher colors and textures creativity.
depth_strength	float (unit interval)	Determines the degree of overall composition and shape preservation, default value is 1.0. Higher values means higher input image composition influence.

Request example of style transferring:

"operations": {
    "generative": {
        "style_transfer": {
             "style_reference_image": "storage://storage-name/path/reference.jpg",
             "prompt": "an oil painting",
             "style_strength": 0.75,
             "denoising_strength": 0.75,
             "depth_strength": 1.0
        }
    }
}