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:
Jan. 21, 2025

Filed:

Mar. 24, 2020
Applicant:

Affectiva, Inc., Boston, MA (US);

Inventors:

Boisy G. Pitre, Opelousas, LA (US);

Rana el Kaliouby, Milton, MA (US);

Youssef Kashef, Obour, EG;

Assignee:

Affectiva, Inc., Boston, MA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/54 (2006.01); G06F 16/182 (2019.01); G06N 5/04 (2023.01); G06N 20/00 (2019.01); G06V 40/16 (2022.01);
U.S. Cl.
CPC ...
G06F 9/546 (2013.01); G06F 16/1824 (2019.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06V 40/174 (2022.01);
Abstract

File system manipulation using machine learning is described. Access to a machine learning system is obtained. A connection between a file system and an application is structured. The connection is managed through an application programming interface (API). The connection provides two-way data transfer through the API between the application and the file system. The connection provides distribution of one or more data files through the API. The connection provides enablement of processing of the one or more data files. The processing uses classifiers running on the machine learning system. Data files are retrieved from the file system connected through the interface. The file system is network-connected to the application through the interface. The data files comprise image data of one or more people. Cognitive state analysis is performed by the machine learning system. The application programming interface is generated by a software development kit (SDK).


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