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US Patent 12008799 Classification system and learning system

OverviewStructured DataIssuesContributors

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
120087990
Patent Inventor Names
Tsuyoshi Hirayama0
Kenji Kobayashi0
Krishna Rao Kakkirala0
Date of Patent
June 11, 2024
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Patent Application Number
173173010
Date Filed
May 11, 2021
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Patent Citations
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US Patent 10692209 Image processing apparatus, image processing method, and computer-readable non-transitory recording medium storing image processing program
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US Patent 11790275 Adaptive continuous machine learning by uncertainty tracking
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US Patent 9928448 Image classification utilizing semantic relationships in a classification hierarchy
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US Patent 10867216 Devices, systems, and methods for detecting unknown objects
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Patent Primary Examiner
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Michael S Osinski
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CPC Code
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G06V 10/759
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G06N 3/08
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G06N 20/20
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G06N 3/084
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G06N 20/10
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G06N 20/00
0
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G06V 10/774
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G06V 10/82
0
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Patent abstract

A classification system according to an embodiment includes a score calculation unit, a determination unit, and a classification unit. The score calculation unit calculates respective scores of predetermined classes from input data. The determination unit determines whether the input data belongs to anyone of the classes based on the respective scores of the classes, which are calculated by the score calculation unit. The classification unit determines which one of the classes the input data belongs to, based on the calculated scores when the determination unit determines that the input data belongs to anyone of the classes and determines that the input data belongs to an unknown class that is other than the classes when the determination unit determines that the input data does not belong the classes.

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