US 12,423,945 B2
Systems and associated methods for aligning outputs of different artificial intelligence (AI) models
Bethany Tinklenberg, San Mateo, CA (US); Tatianna Forget, San Mateo, CA (US); and Mahdi Azmandian, San Mateo, CA (US)
Assigned to Sony Interactive Entertainment LLC, San Mateo, CA (US); and Sony Interactive Entertainment Inc., Tokyo (JP)
Filed by Sony Interactive Entertainment LLC, San Mateo, CA (US); and Sony Interactive Entertainment Inc., Tokyo (JP)
Filed on Feb. 20, 2024, as Appl. No. 18/582,567.
Prior Publication US 2025/0265809 A1, Aug. 21, 2025
Int. Cl. G06V 10/75 (2022.01); G06V 10/74 (2022.01)
CPC G06V 10/751 (2022.01) [G06V 10/761 (2022.01)] 20 Claims
OG exemplary drawing
 
1. A system for aligning outputs of different artificial intelligence (AI)-based image generation systems, comprising:
an input processor configured to receive an initial input for AI-based image generation, the input processor configured to receive a specification of a minimum required image match score;
a first AI-based image generation system configured to generate a reference image based on a reference input specification, wherein the reference input specification is initially set equal to the initial input for AI-based image generation;
a second AI-based image generation system configured to generate a trial image based on a trial input specification, the second AI-based image generation system being different than the first AI-based image generation system, wherein the trial input specification is initially set equal to the initial input for AI-based image generation;
an image matching assessment system configured to process the trial image and the reference image through an image analysis AI model to determine an amount of similarity between the trial image and the reference image, the image matching assessment system configured to generate an image match score based on the determined amount of similarity between the trial image and the reference image;
a trial input specification adjustment engine configured to generate a revised version of the trial input specification for use in generation of a new version of the trial image by the second AI-based image generation system that provides for an increase of the image match score;
a controller configured to direct iterative operation of the second AI-based image generation system, the image matching assessment system, and the trial input specification adjustment engine until the image match score is equal to or greater than the minimum required image match score; and
an output processor configured to format and convey as output each of the reference input specification, the reference image, the trial input specification, the trial image, and the image match score when the image match score is equal to or greater than the minimum required image match score.