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:
Nov. 07, 2023

Filed:

Jan. 07, 2022
Applicant:

Genentech, Inc., South San Francisco, CA (US);

Inventors:

Zheng Li, South San Francisco, CA (US);

Calvin Tsay, Austin, TX (US);

Assignee:

Genentech, Inc., South San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/00 (2017.01); G06N 20/00 (2019.01); G06N 3/04 (2023.01); G06F 16/53 (2019.01); G06F 17/15 (2006.01);
U.S. Cl.
CPC ...
G06T 7/0004 (2013.01); G06F 16/53 (2019.01); G06F 17/15 (2013.01); G06N 3/04 (2013.01); G06N 20/00 (2019.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01);
Abstract

In one embodiment, a method includes receiving one or more querying images associated with a container of a pharmaceutical product, each of the one or more querying images being based on a particular angle of the container of the pharmaceutical product, calculating one or more confidence scores associated with one or more defect indications, respectively for the container of the pharmaceutical product, by processing the one or more querying images using a target machine-learning model, and determining a defect indication for the container of the pharmaceutical product from the one or more defect indications based on a comparison between the one or more confidence scores and one or more predefined threshold scores, respectively.


Find Patent Forward Citations

Quick Actions:

Li, Zheng. (2023). Defect detection in lyophilized drug products with convolutional neural networks (U.S. Patent No. 11810287). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11810287

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

Loading…