Patent ID: 11948386
Assignee: SPACEFARM LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 20:
21. A system, comprising:
one or more processors coupled to non-transitory memory, the one or more processors configured to:
receive, from a remote client device, first digital image data of a first creative work, the first digital image data comprising a plurality of images of the first creative work;
determine, based on the first digital image data, one or more first feature variables, each of the first feature variables corresponding to a characteristic of the first creative work;
access a comparison dataset based on digital image data of a plurality of additional creative works, the comparison dataset comprising, for each of the additional creative works:
one or more associated author profiles,
one or more associated creative work categories, and
one or more corresponding feature variables;

generate, based on at least the one or more first feature variables, a first author profile corresponding to an author of the first creative work;
train, with input including the one or more first feature variables and the comparison dataset, a first machine learning model to generate an output indicating an authenticity score of the first creative work;
train, with input including the one or more first feature variables and the comparison dataset, a second machine learning model to generate an output indicating one or more additional author profiles associated with the first creative work;
train, with input including the one or more first feature variables and the comparison dataset, a third machine learning model to generate an output indicating one or more creative work categories associated with the first creative work;
update, based on the output of the first machine learning model indicating an authenticity score of the first creative work, the comparison dataset to further comprise the one or more first feature variables and the first author profile;
update, based on the output of the second machine learning model indicating one or more revised author profiles associated with the first creative work, the comparison dataset to comprise one or more additional author profiles associated with, or corresponding to, the first author profile;
update, based on the output of the third machine learning model indicating one or more creative work categories associated with the first creative work, the comparison dataset to comprise one or more revised creative work categories;
store, in the non-transitory memory of the one or more processors, the updated comparison dataset; and
communicate, to the remote client device, the output of the first machine learning model indicating an authenticity score of the first creative work.