US 12,749,332 B2 · Artwork authenticity systems and methods

Abstract

Systems, devices, and methods are disclosed for generating an authenticity score for a creative work using digital image data of one or more creative works. A system receives, via a network, first digital image data of a first creative work. The system determines from the first digital image data, a first set of feature variables, each corresponding to a characteristic of the first creative work. The system determines, via an artificial intelligence model and with input including the first set of feature variables and a comparison dataset, an authenticity score for the first creative work. The artificial intelligence model generates, based on the portion of first feature variables of the first creative work that match corresponding portions of the comparison dataset, an output indicative of an authenticity score. The system communicates, via the network, an authenticity score of the first creative work to a client device.

Claims20

Dependent claims

A system comprising:

one or more processors to:
access a comparison dataset generated from digital images of a plurality of comparison creative works;
determine, via an artificial intelligence model and based on the digital images of the plurality of comparison creative works, one or more creative work categories associated with one or more of the comparison creative works of the comparison dataset;
receive a first set of digital images of a subject creative work including one or more images of the subject creative work;
determine one or more feature variables of the subject creative work based on the first set of digital images, each of the one or more feature variables corresponding to a characteristic of the subject creative work;
determine, using a second artificial intelligence model and according to at least the one or more feature variables of the subject creative work, the comparison dataset, and the one or more creative work categories associated with one or more of the comparison creative works, an authenticity confidence level of the subject creative work;
and
provide, to a computing device, information based on the determined authenticity confidence level of the subject creative work.

5 more elements

A method of determining authenticity of a creative work, the method comprising:

accessing, by one or more processors, a comparison dataset generated from digital images of a plurality of comparison creative works;
determining, via an artificial intelligence model and based on the digital images of the plurality of comparison creative works, one or more creative work categories associated with one or more of the comparison creative works of the comparison dataset;
receiving a first set of digital images of a subject creative work including one or more images of the subject creative work;
determining, by the one or more processors, one or more feature variables of the subject creative work based on the first set of digital images, each of the one or more feature variables corresponding to a characteristic of the subject creative work;
determining, using a second artificial intelligence model and according to at least the one or more feature variables of the subject creative work, the comparison dataset, and the one or more creative work categories associated with one or more of the comparison creative works, an authenticity confidence level of the subject creative work;
and
providing, to a computing device, information based on the determined authenticity confidence level of the subject creative work.

4 more elements

Dependencies are inferred from the claim text.

Artwork authenticity systems and methods

Life of this patent

Artwork authenticity systems and methods

Life of this patent

Abstract

Claims20