US 12,443,470 B2
Determining a post-processing configuration for post-processing output data from a pipeline
Daniel Situnayake, Mt. Pleasant, SC (US); Johannes Jongboom, Amsterdam (NL); and Sergi Mansilla Molins, Barcelona (ES)
Assigned to EDGEIMPULSE INCORPORATED, San Diego, CA (US)
Filed by EdgeImpulse Inc., San Jose, CA (US)
Filed on Dec. 13, 2022, as Appl. No. 18/079,963.
Prior Publication US 2024/0193018 A1, Jun. 13, 2024
Int. Cl. G06F 9/54 (2006.01)
CPC G06F 9/544 (2013.01) [G06F 9/542 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A method, comprising:
configuring a pipeline for a target device, the pipeline including a signal processing component and a machine learning component, wherein the pipeline is configured to receive input data and generate output data based on the input data; and
determining multiple post-processing configurations for post-processing the output data, wherein a post-processing configuration is configured to generate a detectable event based on the output data, and wherein the multiple post-processing configurations are generated using a multi-objective optimization that varies one or more parameters for generating the detectable event.