Adjustable visual intensity for image generation

A method comprising:

• obtaining an aesthetic score, a content prompt, and a style prompt;
• generating a content latent code based on the content prompt and the aesthetic score;
• generating a style latent code based on the style prompt;
• combining the content latent code and the style latent code to obtain a combined latent code;
• and
• generating, using an image generation model, a synthetic image based on the combined latent code.

An apparatus comprising:

• at least one processor;
• at least one memory storing instruction executable by the at least one processor;
• and
• an image generation model comprising parameters stored in the at least one memory and trained to generate a content latent code and a style latent code based on a content prompt and a style prompt, respectively, combine the content latent code and the style latent code based on a visual intensity parameter to obtain a combined latent code, and generate a synthetic image based on the combined latent code.