Edge device pose-guided portrait generator

A method comprising:

• obtaining an input image comprising a view of a face;
• preprocessing the input image to generate a pose and face image comprising the view of the face and a visual representation of at least a portion of a body pose;
• and
• on an edge device, applying an edge device model to the pose and face image to generate a portrait having a portrait style and comprising at least a portion of a body posed according to the body pose and a stylized depiction of the face,
• the edge device model being trained to establish a relationship between a plurality of training inputs comprising pose and face images and corresponding training targets comprising portraits having the portrait style.

A non-transitory computer-readable storage medium, the computer-readable storage medium including instructions that when executed by at least one processor of a system, cause the system to perform operations comprising:

• obtaining an input image comprising a view of a face;
• preprocessing the input image to generate a pose and face image comprising the view of the face and a visual representation of at least a portion of a body pose;
• and
• on an edge device of the system, applying an edge device model to the pose and face image to generate a portrait having a portrait style and comprising at least a portion of a body posed according to the body pose and a stylized depiction of the face,
• the edge device model being trained to establish a relationship between a plurality of training inputs comprising pose and face images and corresponding training targets comprising portraits having the portrait style.