The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jun. 02, 2020

Filed:

Jul. 16, 2019
Applicant:

Docbot, Inc., Irvine, CA (US);

Inventors:

Andrew Ninh, Fountain Valley, CA (US);

Tyler Dao, Fountain Valley, CA (US);

Mohammad Fidaali, Chino Hills, CA (US);

Assignee:

DOCBOT, Inc., Irvine, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2006.01); H04N 19/186 (2014.01); G06K 9/00 (2006.01); H04N 19/115 (2014.01); G06N 20/00 (2019.01); G06K 9/62 (2006.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06K 9/00718 (2013.01); G06K 9/6267 (2013.01); G06N 20/00 (2019.01); H04N 19/115 (2014.11); H04N 19/186 (2014.11);
Abstract

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for real-time deployment of machine learning systems. One of the operations is performed by the system receiving video data from a video image capturing device. The received video data is converted into multiple video frames. These video frames are encoded into a particular color space format. The system renders a first display output depicting imagery from the multiple encoded video frames. The system performs an inference on the video frames using a machine learning network to determine the occurrence of one or more objects in the video frames. The system renders a second display output depicting graphical information corresponding to the determined one or more objects from the multiple encoded video frames. The system then generates a composite display output including the imagery of the first display output overlaid with the graphical information of the second display output.


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