Automatic generation of an image having an attribute from a subject image

An apparatus for a contact center system, the apparatus comprising:

• one or more computer readable storage media;
• a processing system, including processing circuitry, operatively coupled with the one or more computer readable storage media;
• and
• program instructions stored on the one or more computer readable storage media that, when read and executed by the processing system, direct the processing system to:
• execute a generator and a discriminator;
• until a criterion is satisfied, iteratively perform steps a-c:
• a. provide an input vector and an attribute to the generator, wherein the generator outputs a generated image;
• b. provide the generated image to the discriminator, wherein the discriminator outputs feedback that indicates differences between the generated image and a subject image;
• c. determine whether the differences satisfy the criterion, wherein, when the differences do not satisfy the criterion, the input vector comprises the feedback in the next iteration of steps a-c;
• and
• when the differences satisfy the criterion, associate the generated image with the attribute.

One or more computer readable storage media having program instructions stored thereon that, when read and executed by a processing system of a contact center system, direct the contact center system to:

• execute a generator and a discriminator;
• for each of a plurality of attributes:
• until a criterion is satisfied, iteratively perform steps a-c:
• a. provide an input vector and an attribute of the plurality of attributes to the generator, wherein the generator outputs a generated image;
• b. provide the generated image to the discriminator, wherein the discriminator outputs feedback that indicates differences between the generated image and a subject image;
• c. determine whether the differences satisfy the criterion, wherein, when the differences do not satisfy the criterion, the input vector comprises the feedback in the next iteration of steps a-c;
• and
• when the differences satisfy the criterion, associate the generated image with the attribute.