Computer-implemented method, computer program product and computer system for image generation and validation

A system, comprising:

• a memory storing instructions;
• and
• a processor programmed to cooperate with the instructions to perform operations comprising:
• first receiving information describing features of a desired image;
• enhancing the received information into a text prompt;
• first submitting, to a Generative Artificial Intelligence (GAI) image generator, the enhanced text prompt;
• second receiving, from the GAI image generator, a generated GAI image corresponding to the text prompt.
• third receiving, from a GAI image description engine, a GAI text description of the generated GAI image;
• first determining if the GAI text description sufficiently matches the enhanced text prompt relative to a first predetermined threshold;
• in response to the first determining finding a mismatch within a first predetermined variance from the first predetermined threshold, returning to the first submitting;
• in response to the first determining finding a mismatch within a second predetermined variance from the first predetermined threshold, returning to the enhancing and setting the information based on the enhanced text prompt and identified problems with the generated GAI image, wherein the second predetermined variance is greater than the first predetermined variance;
• second determining if the generated GAI image sufficiently matches a list of predetermined neuroaesthetics criteria relative to a second predetermined threshold;
• in response to the second determining finding a mismatch below the second predetermined threshold, returning to the enhancing and setting the information based on the enhanced text prompt and items from the list of predetermined neuroaesthetics criteria not found in the generated GAI image;
• fourth receiving a heat map of the generated GAI image;
• in response to rejection of the heat map, returning to the first receiving for further information;
• and
• forwarding the generated GAI image for further use and/or further processing in response to at least a combination of the first determining finding the GAI text description sufficiently matches the enhanced text prompt, the second determining finding the generated GAI image sufficiently matches the list of predetermined neuroaesthetics criteria, and acceptance of the generated heat map.

A non-transitory computer readable media storing instructions which, when executed by computer hardware in combination with software, perform operations, comprising:

• first receiving information describing features of a desired image;
• enhancing the received information into a text prompt;
• first submitting, to a Generative Artificial Intelligence (GAI) image generator, the text prompt;
• second receiving, from the GAI image generator, a generated GAI image corresponding to the text prompt.
• third receiving, from a GAI image description engine, a GAI text description of the generated GAI image;
• first determining if the GAI text description sufficiently matches the enhanced text prompt relative to a first predetermined threshold;
• in response to the first determining finding a mismatch within a first predetermined variance from the first predetermined threshold, returning to the first submitting;
• in response to the first determining finding a mismatch within a second predetermined variance from the first predetermined threshold, returning to the enhancing and setting the information based on the enhanced text prompt and identified problems with the generated GAI image, wherein the second predetermined variance is greater than the first predetermined variance;
• second determining if the generated GAI image sufficiently matches a list of predetermined neuroaesthetics criteria relative to a second predetermined threshold;
• in response to the second determining finding a mismatch below the second predetermined threshold, returning to the enhancing and setting the information based on the enhanced text prompt and items from the list of predetermined neuroaesthetics criteria not found in the generated GAI image;
• fourth receiving a heat map of the generated GAI image;
• in response to rejection of the heat map, returning to the first receiving for further information;
• and
• forwarding the generated GAI image for further use and/or further processing in response to at least a combination of the first determining finding the GAI text description sufficiently matches the enhanced text prompt, the second determining finding the generated GAI image sufficiently matches the list of predetermined neuroaesthetics criteria, and acceptance of the generated heat map.