公开(公告)号：US12080056B1

公开(公告)日：2024-09-03

申请号：US17535909

申请日：2021-11-26

Applicant: Amazon Technologies, Inc.

Inventor： Ashish Rajendra Rathi ,  Michele Donini ,  Tyler Stephen Hill ,  Krishnaram Kenthapadi ,  Xinyu Liu ,  Pinar Altin Yilmaz ,  Muhammad Bilal Zafar

IPC: G06V10/70 ,  G06T7/10 ,  G06V10/764 ,  G06V10/77 ,  G06V20/50

CPC classification number: G06V10/87 ,  G06T7/10 ,  G06V10/764 ,  G06V10/768 ,  G06V10/7715 ,  G06V20/50

Abstract: Explanation jobs may be performed for computer vision tasks. A request to execute an explanation job for a computer vision machine learning model may be received. The execution job may be performed, including extracting different features from the image, determining the respective relative importance values of the different features on inferences generated by the computer vision machine learning model. The result of the explanation job, including the generated heat maps may be provided.