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US Patent 11449733 Neural network learning method and device for recognizing class

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TimelineTable: Further ResourcesReferences
Is a
Patent
Patent
1

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
1
Patent Number
114497331
Patent Inventor Names
Jun-mo Kim1
Min-seok Park1
Ye-gang Lee1
Byung-ju Kim1
Dong-gyu Joo1
Jae-young Lee1
Joo-chang Kim1
Ju-seung Yun1
Date of Patent
September 20, 2022
1
Patent Application Number
166453441
Date Filed
September 4, 2018
1
Patent Citations
‌
US Patent 10474933 Recognition and training method and apparatus
Patent Primary Examiner
‌
Samir A. Ahmed
1
CPC Code
‌
G06N 3/088
1
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G06N 3/08
1
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G06K 9/6256
1
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G06K 9/6262
1
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G06T 7/136
1
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G06T 2207/20081
1
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G06T 2207/20084
1
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G06N 3/0454
1

The present disclosure provides a neural network training device for recognizing a class of an object included in an image based on an artificial intelligence (AI) system and an application thereof, the neural network training method including: acquiring, by using a first learning network model trained based on source training images respectively included in at least one class, feature information of a query image included in a class different from the at least one class; obtaining a generated image from the feature information of the query image by using a second learning network model acquiring feature information of the obtained generated image by using the first learning network model; and updating weights of layers respectively included in the first and second learning network models, based on a difference between the feature information of the query image and the feature information of the generated image and on a difference between the query image and the generated image.

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