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US Patent 12008788 Evaluating spatial relationships using vision transformers

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Is a
Patent
Patent
0

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
0
Patent Number
120087880
Patent Inventor Names
Pragyana K. Mishra0
Kun Li0
Date of Patent
June 11, 2024
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Patent Application Number
175015550
Date Filed
October 14, 2021
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Patent Citations
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US Patent 11151744 Automated data capture
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US Patent 11170299 Distance estimation to objects and free-space boundaries in autonomous machine applications
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US Patent 11182916 Distance to obstacle detection in autonomous machine applications
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Patent Primary Examiner
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William D Titcomb
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CPC Code
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G06N 3/04
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G06T 7/337
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G06T 7/74
0
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G06N 3/08
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G06N 20/10
0
Patent abstract

Techniques for detection of spatial relationships are provided. An input image is divided into a set of patches, and a first feature tensor is generated for a first patch of the set of patches. The first feature tensor is processed using an attention mechanism to generate a first transformed feature tensor, and a classification indicating distancing between physical entities in the input image is generated based at least in part on the first transformed feature tensor.

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