公开(公告)号：US20230056082A1

公开(公告)日：2023-02-23

申请号：US17980879

申请日：2022-11-04

Applicant: Snap Inc.

Inventor： Jaewook Chung ,  Wisam Dakka ,  Christopher Yale Crutchfield ,  Aymeric Damien ,  Emre Yamangil ,  Chunhui Zhu

IPC: G06T11/60 ,  G06N3/04 ,  G06V30/194

Abstract: Manipulating images using computationally expensive machine learning schemes can be implemented using server-generated models of the machine learning schemes that are transmitted to a client device for application. The schemes can include convolutional neural networks having a kernel comprising a plurality of low-rank matrices.

公开(公告)号：US20240378771A1

公开(公告)日：2024-11-14

申请号：US18780283

申请日：2024-07-22

Applicant: Snap Inc.

Inventor： Jaewook Chung ,  Wisam Dakka ,  Christopher Yale Crutchfield ,  Aymeric Damien ,  Emre Yamangil ,  Chunhui Zhu

IPC: G06T11/00 ,  G06F16/51 ,  G06N3/04 ,  G06T11/60 ,  G06V10/44 ,  G06V10/82 ,  G06V30/194

Abstract: A method for modifying an image is described. The method involves capturing an image using an image sensor of a device, saving the image in a temporary area in the device's memory, then, upon storing the image in the temporary area, applying a convolutional neural network (CNN)-based stylization to the image in the temporary area as a background process of the device's processors to create a stylized image. This stylized image is then stored as metadata to the original image in the temporary area. Upon receiving instructions to display the image in the temporary area on the device, the image and a thumbnail of the stylized image are displayed.

公开(公告)号：US12079904B2

公开(公告)日：2024-09-03

申请号：US17980879

申请日：2022-11-04

Applicant: Snap Inc.

Inventor： Jaewook Chung ,  Wisam Dakka ,  Christopher Yale Crutchfield ,  Aymeric Damien ,  Emre Yamangil ,  Chunhui Zhu

IPC: G06T11/00 ,  G06F16/51 ,  G06N3/04 ,  G06T11/60 ,  G06V10/44 ,  G06V10/82 ,  G06V30/194

CPC classification number: G06T11/001 ,  G06N3/04 ,  G06T11/60 ,  G06V10/82 ,  G06V30/194 ,  G06F16/51 ,  G06V10/454

Abstract: Manipulating images using computationally expensive machine learning schemes can be implemented using server-generated models of the machine learning schemes that are transmitted to a client device for application. The schemes can include convolutional neural networks having a kernel comprising a plurality of low-rank matrices.

公开(公告)号：US11532110B2

公开(公告)日：2022-12-20

申请号：US16923563

申请日：2020-07-08

Applicant: Snap Inc.

Inventor： Jaewook Chung ,  Emre Yamangil ,  Wisam Dakka ,  Aymeric Damien ,  Emre Yamangil ,  Chunhui Zhu

IPC: G06T11/60 ,  G06N3/04 ,  G06V30/194 ,  G06F16/51

Abstract: Manipulating images using computationally expensive machine learning schemes can be implemented using server-generated models of the machine learning schemes that are transmitted to a client device for application. The schemes can include convolutional neural networks having a kernel comprising a plurality of low-rank matrices.