Patent ID: 11880957
Assignee: ADOBE INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 14:
15. A method in which one or more processing devices perform operations comprising:
accessing training data comprising a source domain that includes a plurality of source images and a target domain that includes a limited number of artistic images, wherein the target domain comprises a target style;
a step for generating an adapted source domain comprising a plurality of adapted images, wherein the plurality of adapted images comprises the target style;
training a machine learning model on the plurality of adapted images, the adapted source domain comprising source images that have been modified based on rates of change of target parameters associated with the target style in the target domain, wherein the machine learning model is trained by:
generating an adapted generative model using the target parameters associated with the target style;
applying weights to the target parameters based on their respective rates of change; and

outputting the machine learning model configured to apply the target style to an input image using the adapted source domain.