Patent ID: 11921880
Assignee: AT&T INTELLECTUAL PROPERTY I, L.P.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A device comprising:
a processing system including a processor; and
a memory that stores executable instructions that, when executed by the processing system, facilitate performance of operations, the operations comprising:
calculating a first calculated loss determined by a first matrix representing a first background image and a second matrix representing a first blended image, the first blended image comprising the first background image and first encoded content based on a first content item;
decoding the first blended image to generate decoded content;
calculating a second calculated loss determined by a third matrix representing the first content item and a fourth matrix representing the decoded content;
calculating a loss function in accordance with the first calculated loss and the second calculated loss to generate a model; and
performing a procedure using the model, wherein the model is trained using parameters to minimize the loss function, resulting in a trained model,
wherein the procedure comprises:
encoding a second content item to generate second encoded content; and
generating a second blended image by combining a second background image and the second encoded content, wherein the procedure is substantially independent of the second background image.