Invention Grant
- Patent Title: Computer-implemented methods and computer systems configured for generating photorealistic-imitating synthetic representations of subjects
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Application No.: US16034267Application Date: 2018-07-12
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Publication No.: US10719738B2Publication Date: 2020-07-21
- Inventor: Viktor Prokopenya , Yury Hushchyn , Alexander Lemeza
- Applicant: Banuba Limited
- Applicant Address: HK Wan Chai
- Assignee: Banuba Limited
- Current Assignee: Banuba Limited
- Current Assignee Address: HK Wan Chai
- Agency: Greenberg Traurig, LLP
- Main IPC: G06K9/62
- IPC: G06K9/62 ; G06K9/00 ; G06N3/08 ; H04N5/445 ; H04N5/272 ; G06N3/04 ; G06N3/10

Abstract:
In some embodiments, an exemplary inventive computer-implemented method may include steps, performed by a processor, of: obtaining training real representations of a real subject; obtaining a training synthetic representation having a visual effect applied to a synthetic subject; training a first neural network and a second neural network by: presenting the first neural network with training real representation and candidate meta-parameters of latent variables for the visual effect to generate a training photorealistic-imitating synthetic representation of the real subject with the visual effect; presenting the second neural network with the training photorealistic-imitating synthetic representation and the training synthetic representation to determine actual meta-parameters of the latent variables of the visual effect, where the actual meta-parameters are meta-parameters at which the second neural network has identified that the training photorealistic-imitating synthetic representation is realistic, and presenting to the first neural network another real representation and the actual meta-parameters of the latent variables of the visual effect to incorporate the visual effect into another real subject.
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