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. 11, 2024

Filed:

Dec. 15, 2020
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Li Cao, Beijing, CN;

Ze Ming Zhao, Beijing, CN;

Hong Min, Hopewell Junction, NY (US);

Jing Yan Ma, Beijing, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 3/048 (2013.01); G06F 16/54 (2019.01); G06N 5/048 (2023.01); G06F 3/01 (2006.01);
U.S. Cl.
CPC ...
G06N 5/048 (2013.01); G06F 16/54 (2019.01);
Abstract

An approach to optimize performance for large scale inference models. Data in the form of images is received from sensors such as cameras. The data is processed to generate data tags associated with the context of the image and portion the images. Model tags are generated based on data characteristics or user input. The tags and their associated data are added to a time-based queue for delivery to the appropriate inference models. Based on the embedded delivery time and frequency, the portioned images are delivered to the appropriate inference models.


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