公开(公告)号：US11763154B1

公开(公告)日：2023-09-19

申请号：US16262677

申请日：2019-01-30

Applicant: Amazon Technologies, Inc.

Inventor： Hagay Lupesko ,  Anirudh Acharya ,  Lee Cheng-Che ,  Lai Wei ,  Kalyanee Chendke ,  Ankit Khedia ,  Vandana Kannan ,  Sandeep Krishnamurthy ,  Roshani Nagmote

IPC: G06N3/08 ,  G06N20/00 ,  G06T7/10 ,  G06F16/55 ,  G06N20/20 ,  G06N3/082 ,  G06F18/214

CPC classification number: G06N3/082 ,  G06F16/55 ,  G06F18/214 ,  G06N20/00 ,  G06N20/20 ,  G06T7/10

Abstract: Features related to systems and methods for automated generation of a machine learning model based in part on a pretrained model are described. The pretrained model is used as a starting point to augment and retrain according to client specifications. The identification of an appropriate pretrained model is based on the client specifications such as model inputs, model outputs, and similarities between the data used to train the models.