Gabriel A Gutierrez

US Patent:

20230083161, Mar 16, 2023

Filed:

Jan 18, 2022

Appl. No.:

17/578437

Inventors:

- Dublin 4, IE
Sean Delaney - Hoboken NJ, US
Kevin Edward Kapich - Bloomfield CO, US
Gabriel Ernesto Gutierrez Anez - Katy TX, US
Jose Castellanos Molina - Monterrey, MX

International Classification:

G06F 9/54
G06V 20/40
G06V 20/52
G06V 10/70

Abstract:

A computing architecture providing for rapid analysis and control of an environment via edge computing nodes is disclosed. Input data streams may be captured via one or more data stream independent CPU threads and prepared for processing by one or more machine learning models. The machine learning models may be trained according to different use cases to facilitate a multi-faceted and comprehensive analysis of the input data. The evaluation of the input data against the machine learning models may be facilitated via independent GPU threads (e.g., one thread per model or use case) and the outputs of the models may be evaluated using control logic to produce a set of outcomes and control data. The control data may be utilized to generate one or more command messages that may provide feedback to a remote device or user regarding a state of a monitored environment or other observed condition.