公开(公告)号：US11768914B1

公开(公告)日：2023-09-26

申请号：US17711391

申请日：2022-04-01

Applicant: Amazon Technologies, Inc.

Inventor： Vinayak Ashutosh Agarwal ,  Jason Lenox Copeland ,  Matthew James Wood ,  Long Gao ,  Ricardo Elizondo Costa ,  Jiajun Sun ,  Naga Krishna Teja Komma

IPC: G06N20/00 ,  G06F18/214 ,  G06V10/94 ,  G06F18/21 ,  G06F18/2413

CPC classification number: G06F18/214 ,  G06F18/217 ,  G06F18/2413 ,  G06N20/00 ,  G06V10/95

Abstract: Techniques for training a machine learning model based on captured images are described. A method described include filtering a first set of collected images using one or more machine learning models; labeling the first set of filtered, collected images using a data labeling service using a service of the provider network; training a machine learning model from a machine learning algorithm using the first set of filtered, collected images using a service of the provider network; and causing deployment of the trained machine learning model onto a device.

公开(公告)号：US11295165B1

公开(公告)日：2022-04-05

申请号：US16587400

申请日：2019-09-30

Applicant: Amazon Technologies, Inc.

Inventor： Vinayak Ashutosh Agarwal ,  Jason Lenox Copeland ,  Matthew James Wood ,  Long Gao ,  Ricardo Elizondo Costa ,  Jiajun Sun ,  Naga Krishna Teja Komma

IPC: G06N20/00 ,  G06K9/62 ,  G06K9/00

Abstract: Techniques for training a machine learning model based on captured images are described. A method described include filtering a first set of collected images using one or more machine learning models; labeling the first set of filtered, collected images using a data labeling service using a service of the provider network; training a machine learning model from a machine learning algorithm using the first set of filtered, collected images using a service of the provider network; and causing deployment of the trained machine learning model onto a device.