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US Patent 11755920 Method for object detection using knowledge distillation

Patent 11755920 was granted and assigned to Cortica on September, 2023 by the United States Patent and Trademark Office.

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Contents

Is a
Patent
Patent

Patent attributes

Patent Applicant
Cortica
Cortica
Current Assignee
Cortica
Cortica
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11755920
Patent Inventor Names
Igal Raichelgauz
Eli Passov
Date of Patent
September 12, 2023
Patent Application Number
16808408
Date Filed
March 4, 2020
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US Patent 7383179 Method of cascading noise reduction algorithms to avoid speech distortion
...
Patent Primary Examiner
‌
Lewis G West
CPC Code
‌
G06N 3/088
‌
G06N 3/0454
‌
G06N 3/0481
‌
G06N 3/08

A method that may include training a student ODNN to mimic a teacher ODNN. The training may include calculating a teacher student detection loss that is based on a pre-bounding-box output of the teacher ODNN. The pre-bounding-box output of the teacher ODNN is a function of pre-bounding-box outputs of different ODNNs that belong to the teacher ODNN. The method may also include detecting one or more objects in an image, by feeding the image to the trained student ODNN; outputting by the trained student ODNN a student pre-bounding-box output; and calculating one or more bounding boxes based on the student pre-bounding-box output.

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