公开(公告)号：US10453165B1

公开(公告)日：2019-10-22

申请号：US15470611

申请日：2017-03-27

Applicant: Amazon Technologies, Inc.

Inventor： Anton Kostov ,  Yi Sun

IPC: G06K9/00 ,  G06T1/20 ,  G06T7/10 ,  G06K9/46 ,  G06N20/00 ,  G06K9/36 ,  G06T7/143 ,  G06T7/149

Abstract: Systems and methods are provided for implementing a computer vision model execution service. A computer vision model execution service may maintain a library of machine learning models, and may provide a standard interface for accessing a model or models. Models may implement schemas that specify an input vector and an output vector, and the computer vision model execution service may obtain or determine workflows that process input vectors through multiple computer vision models. The service further provides an interface for adding, removing, or updating models, and may provide feedback to modelers regarding the usage and performance of various machine learning models.