Patent ID: 11935217
Assignee: ADOBE INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A system comprising:
one or more memory devices comprising a self-supervised image harmonization neural network comprising:
a neural network appearance encoder that extracts an appearance code by disentangling appearance features from content features of a first digital image, the appearance code comprising a latent vector representing one or more appearance characteristics of the first digital image, wherein disentangling the appearance features comprises excluding one or more content features of the first digital image from the latent vector as part of extracting the appearance code;
a neural network content encoder that extracts a content code by disentangling content features from appearance features of a second digital image, the content code comprising a latent vector representing a spatial arrangement of the second digital image, wherein disentangling the content features comprises excluding one or more appearance features of the second digital image from the latent vector as part of extracting the content code; and
a neural network decoder that generates a modified digital image from the appearance code and the content code.