| CPC G06T 3/40 (2013.01) [G06N 20/00 (2019.01); G06T 7/74 (2017.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01)] | 20 Claims |
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1. An information processing apparatus, comprising:
a memory storing computer executable instructions; and
a processor configured to execute the computer executable instructions to control the apparatus to:
acquire a plurality of first images of a first user;
generate a plurality of transformed images of the first user, the generating including:
executing a transformation process of scaling up or down each of the plurality of first images of the first user by a plurality of different magnification factors such that a quantity of the plurality of transformed images of the first user is an integer multiple of the plurality of first images of the first user where the integer corresponds to a number of the plurality of different magnification factors,
executing a similarity determination process of classifying one transformed image as having posture data similar to posture data of another transformed image based upon the posture data of the one transformed image and the posture data of the other transformed image meeting a similarity threshold, the similarity threshold representing that postures are more similar than dissimilar, and
executing an exclusion process of excluding, from the plurality of transformed images, the one transformed image classified as having the posture data similar to the posture data of the other transformed image;
generate learned data based on the plurality of transformed images of the first user that was generated through the transformation process, the similarity determination process, and the exclusion process;
acquire a second image of a second user that is different from the first user;
generate posture data indicating a posture of the second user in the second image; and
generate, using the learned data generated based on the plurality of transformed images of the first user and the posture data indicating the posture of the second user, a reproduction image of the first user with the posture of the second user in the second image.
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