METHOD AND SYSTEM FOR GENERATING TRAINING DATA FOR MACHINE LEARNING ALGORITHM Russian patent published in 2024 - IPC G06F17/40 G06F40/00 

Abstract RU 2831408 C2

FIELD: computer engineering.

SUBSTANCE: result is achieved due to steps of: obtaining a text description of a test object to form its test image, wherein the textual description in the natural language indicates what should be displayed on the test image; obtaining keywords related to text description, each of which indicates a rendering command for displaying a test object on a test image; formation of augmented text descriptions of the image based on the key words; inputting into the GMLM model each augmented text description to form candidate images of the object; transmitting candidate images to a plurality of human evaluators for pairwise comparison thereof; determining the degree of visual attractiveness for the candidate image based on the pairwise comparison results; and using the degree of visual appeal to refine the GMLM.

EFFECT: high visual attractiveness of images formed by means of a pre-trained generative machine learning model (GMLM).

20 cl, 8 dwg

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RU 2 831 408 C2

Authors

Pavlichenko Nikita Vitalevich

Ustalov Dmitrij Alekseevich

Dates

2024-12-05Published

2023-03-10Filed