System and method for generating photorealistic synthetic images based on semantic information

A non-transitory computer-readable storage medium storing instructions that when executed by a computer cause the computer to perform a method for generating semantically accurate synthetic images, the method comprising:

• generating a first synthetic image using a first artificial intelligence (AI) model;
• presenting the first synthetic image in a user interface, wherein the user interface is configured to receive information indicating image units of the first synthetic image that are semantically irregular;
• obtaining semantic information for the semantically irregular image units from a user via the user interface;
• incorporating the semantic information into a loss function of a second AI model;
• and
• generating a second synthetic image using the second AI model based on the loss function, wherein the second synthetic image is generated when the loss function is within a threshold and includes one or more improved image units compared to the first synthetic image.