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US Patent 12067080 Method and system for generating training data

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Contents

Is a
Patent
Patent
0

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
0
Patent Number
120670800
Patent Inventor Names
Sivaramakrishnan Swaminathan0
Scott Bandy0
Manushree Gangwar0
Eyrun Eyjolfsdottir0
Alex Schlegel0
Michael Stark0
Marco Carra0
Lucas Whitaker0
...
Date of Patent
August 20, 2024
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Patent Application Number
173753560
Date Filed
July 14, 2021
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Patent Citations
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US Patent 9659408 Mesh reconstruction from heterogeneous sources of data
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US Patent 10185914 System and method for teaching compositionality to convolutional neural networks
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US Patent 10950043 Rendering three-dimensional models on mobile devices
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US Patent 10824923 System and method for improving localization and object tracking
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US Patent 11541534 Method and system for object grasping
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US Patent 8837839 Method for recognition and pose estimation of multiple occurrences of multiple objects in visual images
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US Patent 9373085 System and method for a recursive cortical network
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Patent Primary Examiner
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Phuc N Doan
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CPC Code
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G06V 10/462
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G06V 20/10
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G06V 10/141
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G06N 3/08
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G06N 20/00
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G06T 2219/2004
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G06T 2207/10028
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G06T 19/20
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Patent abstract

A method for generating training data can include: determining a set of images; determining a set of masks based on the images; determining a first mesh based on the set of masks; optionally determining a refined mesh by recomputing the first mesh; optionally determining one or more faces of the refined mesh; optionally adding one or more keypoints to the refined mesh; optionally determining a material property set for the object; optionally generating a full object mesh; determining one or more scenes; optionally determining training data based on the one or more scenes; optionally training one or more object detectors using the training data; and detecting one or more objects using the trained object detector.

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