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US Patent 11972601 Method for selecting image samples and related equipment

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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
119726010
Patent Inventor Names
Jun Wang0
Peng Gao0
Date of Patent
April 30, 2024
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Patent Application Number
176140700
Date Filed
August 28, 2020
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Patent Citations
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US Patent 10956721 Computer vision systems
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US Patent 10318827 Object detection neural networks
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US Patent 10755428 Apparatuses and methods for machine vision system including creation of a point cloud model and/or three dimensional model
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US Patent 8442304 System and method for three-dimensional alignment of objects using machine vision
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US Patent 8553037 Do-It-Yourself photo realistic talking head creation system and method
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US Patent 10167259 Allosteric inhibitors of proteasome and methods of use thereof
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Patent Primary Examiner
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Yosef Kassa
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CPC Code
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G06V 10/7715
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G06T 11/00
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G06T 15/205
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G06V 10/82
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Patent abstract

The present disclosure relates to a technology field of artificial intelligence and provides a method for selecting image samples and related equipment. The method trains an instance segmentation model with first image samples and trains a score prediction model with third image samples. An information quantum score of second image samples is calculated through the score prediction model and feature vectors extracted. The second image samples are clustered according to the feature vectors of the second image samples and sample clusters of the second image samples are obtained. Target image samples are selected from the second image samples according to the information quantum score of the second image samples and the sample clusters. Target image samples from the image samples are selected for labelling, improving an accuracy of sample selection.

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