公开(公告)号：US20210287066A1

公开(公告)日：2021-09-16

申请号：US16817251

申请日：2020-03-12

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： XIUFENG XIE ,  KYU-HAN KIM

IPC: G06N3/04 ,  G06N20/20 ,  G06N5/04

Abstract: Systems and methods are provided for an improved machine learning (ML) model system. The improved ML system can be configured to (1) initially classify the types of images and videos received by the various devices and provide the classified input to different ML models based on the classification (e.g., of the distortion level, etc.), and/or (2) reuse portions (referred to as base components) of each ML model where parameters of the base components are unchanged across the various ML models, while replacing other portions (referred to as adapted components) of the ML model where the parameters of the adapted components may change greatly.