公开(公告)号：US20220405528A1

公开(公告)日：2022-12-22

申请号：US17740533

申请日：2022-05-10

Applicant: Amazon Technologies, Inc.

Inventor： Vivek Yadav ,  Aayush Gupta ,  Yue Wu ,  Pradeep Natarajan ,  Ayush Jaiswal

IPC: G06K9/62 ,  G06N20/00 ,  G06N3/08

Abstract: Techniques for masking images based on a particular task are described. A system masks portions of an image that are not relevant to a particular task, thus, reducing the amount of data used by applications for image processing tasks. For example, images to be processed using a hair color classification model are masked so that only portions that show the person's hair are available for the model to analyze. The system configures different masker components to mask images for different tasks. A masker component can be implemented at a user device to mask images prior to sending to an application/task-specific model.

公开(公告)号：US11334773B2

公开(公告)日：2022-05-17

申请号：US16913837

申请日：2020-06-26

Applicant: Amazon Technologies, Inc.

Inventor： Vivek Yadav ,  Aayush Gupta ,  Yue Wu ,  Pradeep Natarajan ,  Ayush Jaiswal

IPC: G06K9/62 ,  G06N3/08 ,  G06N20/00

Abstract: Techniques for masking images based on a particular task are described. A system masks portions of an image that are not relevant to a particular task, thus, reducing the amount of data used by applications for image processing tasks. For example, images to be processed using a hair color classification model are masked so that only portions that show the person's hair are available for the model to analyze. The system configures different masker components to mask images for different tasks. A masker component can be implemented at a user device to mask images prior to sending to an application/task-specific model.

公开(公告)号：US20210406589A1

公开(公告)日：2021-12-30

申请号：US16913837

申请日：2020-06-26

Applicant: Amazon Technologies, Inc.

Inventor： Vivek Yadav ,  Aayush Gupta ,  Yue Wu ,  Pradeep Natarajan ,  Ayush Jaiswal

IPC: G06K9/62 ,  G06N20/00 ,  G06N3/08

Abstract: Techniques for masking images based on a particular task are described. A system masks portions of an image that are not relevant to a particular task, thus, reducing the amount of data used by applications for image processing tasks. For example, images to be processed using a hair color classification model are masked so that only portions that show the person's hair are available for the model to analyze. The system configures different masker components to mask images for different tasks. A masker component can be implemented at a user device to mask images prior to sending to an application/task-specific model.

公开(公告)号：US11854116B2

公开(公告)日：2023-12-26

申请号：US17740533

申请日：2022-05-10

Applicant: Amazon Technologies, Inc.

Inventor： Vivek Yadav ,  Aayush Gupta ,  Yue Wu ,  Pradeep Natarajan ,  Ayush Jaiswal

IPC: G06T11/00 ,  G06N20/00 ,  G06N3/08 ,  G06F18/2431 ,  G06F18/214 ,  G06V10/772 ,  G06V10/20

CPC classification number: G06T11/00 ,  G06F18/214 ,  G06F18/2431 ,  G06N3/08 ,  G06N20/00 ,  G06V10/20 ,  G06V10/772

Abstract: Techniques for masking images based on a particular task are described. A system masks portions of an image that are not relevant to a particular task, thus, reducing the amount of data used by applications for image processing tasks. For example, images to be processed using a hair color classification model are masked so that only portions that show the person's hair are available for the model to analyze. The system configures different masker components to mask images for different tasks. A masker component can be implemented at a user device to mask images prior to sending to an application/task-specific model.