公开(公告)号：US10803392B1

公开(公告)日：2020-10-13

申请号：US15455866

申请日：2017-03-10

Applicant: AMAZON TECHNOLOGIES, INC.

Inventor： Mohammad Asif Ali Khan ,  Brett Francis ,  Guy Ernest

IPC: G06N5/04 ,  H04L29/08 ,  G06N20/00

Abstract: A method of deploying machine learning-based models may include identifying a profile of a target execution environment to implement a machine learning-based model in communication with a cloud infrastructure. The method may further include identifying, using the profile, a software module implementing the model. The method may further include causing the software module to be uploaded from a code repository associated with the cloud infrastructure to the target execution environment.

公开(公告)号：US12210860B2

公开(公告)日：2025-01-28

申请号：US18600523

申请日：2024-03-08

Applicant: Amazon Technologies, Inc.

Inventor： Brett Francis ,  Nicholas Jay Lefler

IPC: G06F15/16 ,  G05B19/418 ,  G06F8/61

Abstract: A system comprising one or more computers implements a synthetic sensor service configured to deploy synthetic sensors to an in-vehicle computing device implementing a synthetic sensor orchestration environment for a vehicle. The synthetic sensor orchestration environment determines a placement decision for a new synthetic sensor to be added to the vehicle based on one or more annotations included in a synthetic sensor package for the new synthetic sensor. The synthetic sensor service and respective synthetic sensor orchestration environments implemented in various types of vehicles provide a consistent way to remotely add additional synthetic sensors and/or other functionality to different types of vehicles after the vehicles have already been put in use by respective owners or operators of the vehicles.

公开(公告)号：US12175865B1

公开(公告)日：2024-12-24

申请号：US17810192

申请日：2022-06-30

Applicant: Amazon Technologies, Inc.

Inventor： Indraneel Mitra ,  Alex Bessonov ,  Stefano Marzani ,  Brett Francis ,  Roland Mesde

IPC: G08G1/09 ,  G06Q30/0251 ,  H04W4/021 ,  H04W4/44

Abstract: A vehicle information system and an in-vehicle agent implement a system for detecting discrepancies, for example due to drift, between actual real-world conditions in an environment surrounding a vehicle and corresponding conditions as represented in a model used by the vehicle. Additionally, the in-vehicle agent provides the detected discrepancies to a road-side resource and/or cloud-based computing device in order to distribute the detected discrepancies to other vehicles in the area. Also, a model maintained at the cloud-based computing devices may be updated to account for the discrepancies. The roadside resource and/or vehicle may infer estimated lifetimes of the detected discrepancies and intelligently distribute information describing the discrepancies based on their respective estimated lifetimes.

公开(公告)号：US20240211230A1

公开(公告)日：2024-06-27

申请号：US18600523

申请日：2024-03-08

Applicant: Amazon Technologies, Inc.

Inventor： Brett Francis ,  Nicholas Jay Lefler

IPC: G06F8/61 ,  G05B19/418

CPC classification number: G06F8/61 ,  G05B19/4188

Abstract: A system comprising one or more computers implements a synthetic sensor service configured to deploy synthetic sensors to an in-vehicle computing device implementing a synthetic sensor orchestration environment for a vehicle. The synthetic sensor orchestration environment determines a placement decision for a new synthetic sensor to be added to the vehicle based on one or more annotations included in a synthetic sensor package for the new synthetic sensor. The synthetic sensor service and respective synthetic sensor orchestration environments implemented in various types of vehicles provide a consistent way to remotely add additional synthetic sensors and/or other functionality to different types of vehicles after the vehicles have already been put in use by respective owners or operators of the vehicles.

公开(公告)号：US11954471B2

公开(公告)日：2024-04-09

申请号：US17727592

申请日：2022-04-22

Applicant: Amazon Technologies, Inc.

Inventor： Brett Francis ,  Nicholas Jay Lefler

IPC: G06F15/16 ,  G05B19/418 ,  G06F8/61

CPC classification number: G06F8/61 ,  G05B19/4188

Abstract: A system comprising one or more computers implements a synthetic sensor service configured to deploy synthetic sensors to an in-vehicle computing device implementing a synthetic sensor orchestration environment for a vehicle. The synthetic sensor orchestration environment determines a placement decision for a new synthetic sensor to be added to the vehicle based on one or more annotations included in a synthetic sensor package for the new synthetic sensor. The synthetic sensor service and respective synthetic sensor orchestration environments implemented in various types of vehicles provide a consistent way to remotely add additional synthetic sensors and/or other functionality to different types of vehicles after the vehicles have already been put in use by respective owners or operators of the vehicles.