公开(公告)号：US20230237779A1

公开(公告)日：2023-07-27

申请号：US17582959

申请日：2022-01-24

Applicant: Cisco Technology, Inc.

Inventor： Elvira Dzhuraeva ,  Xinyuan Huang ,  Ashutosh Arwind Malegaonkar ,  Patrick James Riel

IPC: G06V10/774 ,  G06V10/776 ,  G06V10/82

CPC classification number: G06V10/7747 ,  G06V10/776 ,  G06V10/82

Abstract: Systems, methods, and computer-readable media are disclosed for dynamically adjusting a configuration of a pre-processor and/or a post-processor of a machine learning system. In one aspect, a machine learning system can receive raw data at a pre-processor where the pre-processor being configured to generate pre-processed data, train a machine learning model based on the pre-processed data to generate output data, process the output data at a post-processor to generate inference data, and adjust, by a controller, configuration of one or a combination of the pre-processor and the post-processor based on the inference data.