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US Patent 11272164 Data synthesis using three-dimensional modeling

Patent 11272164 was granted and assigned to Amazon on March, 2022 by the United States Patent and Trademark Office.

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Patent
Patent

Patent attributes

Patent Applicant
Amazon
Amazon
Current Assignee
Amazon
Amazon
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11272164
Date of Patent
March 8, 2022
Patent Application Number
16746313
Date Filed
January 17, 2020
Patent Citations
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US Patent 10319094 Technology for capturing, transmitting, and analyzing images of objects
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US Patent 10210631 Generating synthetic image data
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US Patent 10796476 Self-supervised bootstrap for single image 3-D reconstruction
Patent Citations Received
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US Patent 11887241 Learning 2D texture mapping in volumetric neural rendering
0
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US Patent 11704865 Inserting three-dimensional objects into digital images with consistent lighting via global and local lighting information
0
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US Patent 11768945 Machine learning system for determining a security vulnerability in computer software
Patent Primary Examiner
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Abderrahim Merouan
Patent abstract

Techniques for data synthesis for training datasets for machine learning applications are described. A first image of at least an object from a first viewpoint is obtained. The first image having associated first image metadata including a first location of a feature of the object in the first image. A model is generated from the first image, the model including a three-dimensional representation of the object. A second image is generated from the model, the second image including the object from a second viewpoint that is different from the first viewpoint. Second image metadata is generated, the second image metadata including a second location of the feature of the object in the second image, the second location corresponding to the first location adjusted for the difference between the second viewpoint and the first viewpoint.

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